Rival
Jun 14 2026, 21:54 UTClive
MatrixAPI InsightsDemo
SCAN HISTORY · HIGH

Firecrawl — Scan History

Every fetch, parse, and diff recorded for Firecrawl. Filter by surface to focus the timeline; each row captures what was found, what changed, and the fields returned.

Scans · 14d
200
Changed
184
Surfaces
9
BY SURFACE

Filter

200 scans
All200blog18careers19docs28github30homepage25pricing19profile16reviews35social10
MOST RECENT FIRST

Timeline

last change Jun 14, 06:52
Jun 14, 2026
16 changed · 16 scans
06:52
Jun 14
PROFILE+1

The company removed all listed customer logos, target industries, and recent partnerships. Two specific awards were removed, and the description for the 'YC S22' award was updated.

positioning
The API to search, scrape, and interact with the web at scale. 🔥 We build the web context APIs that turn the live inte…
founded year
2022
customer logos
Nexus Venture Partners, Y Combinator, Zapier, Tobias Lutke, Abhinav Asthana, Matt McClure
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & Chief Growth Officer"},…
use cases stated
Search the web and get full page content from the results, Convert any URL into clean markdown, structured JSON, screen…
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:51
Jun 14
BLOG+1

The primary topics for the blog have been updated, including the addition of two new topics: LLM Data Processing and Web Scraping Technology. Four existing topics were rephrased for clarity and conciseness, and the Customer Use Cases and Partnerships topic was removed.

post frequency
2-3x per week
primary topics
AI Agents & Tools, Web Data Extraction & Monitoring, Product Updates & Integrations, LLM Data Processing, Web Scraping …
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:51
Jun 14
PRICING+1

The billing period format has been updated across all pricing tiers, and the explicit price for the Free Plan tier has been removed.

tiers
{"cta":"Get started","name":"Free Plan","features":["1,000 credits / month","Scrape 1,000 pages","2 concurrent requests…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
false
06:50
Jun 14
CAREERS+1

No significant changes found.

06:49
Jun 14
HOMEPAGE+1

The page significantly expanded its list of key differentiators to highlight infrastructure, content output formats, and advanced web coverage. Existing differentiators, the positioning statement, and target audience descriptions were made more concise, and the social proof summary was updated with a new company and SOC II certification.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/playground?endpoint=scrape&url=&autorun=true
primary tagline
Power AI agents with clean web data
primary cta text
Scrape
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
Sign up
06:48
Jun 14
DOCS+1

Two navigation sections, 'Documentation' and 'Build with AI', were removed. The order of remaining navigation sections was updated, and the 'last_update_date' field's value was cleared.

sections
Get Started, What's New, Core Endpoints, More, Quickstarts, Developer Guides, Webhooks, Use Cases, Other, Contributing,…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:48
Jun 14
GITHUB+1

The repository's star count increased, and the date formats for recent releases and the last commit date were updated.

forks
7788
stars
132466
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
322
open issues
59
06:47
Jun 14
REVIEWS+1

Several key metrics including ease of use, customer support, and recommended percentage were updated from placeholder values. Minor text adjustments were made to top praise and complaint themes, and one recent review was removed while two others had their summaries updated.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"For the first time, I’m able to reliably extract meaningful d…
ease of use score
5
top praise themes
Reliable extraction of meaningful, structured data from messy web pages, Reduces manual research and avoids brittle scr…
06:35
Jun 14
PROFILE+1

The company's positioning statement, use cases, and recent awards have been updated. Notably, the lists for customer logos, target industries, and recent partnerships are now empty.

positioning
The API to search, scrape, and interact with the web at scale. 🔥 We build the web context APIs that turn the live inte…
founded year
2022
customer logos
Nexus Venture Partners, Y Combinator, Zapier, Tobias Lutke, Abhinav Asthana, Matt McClure
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & Chief Growth Officer"},…
use cases stated
Search the web and get full page content from the results, Convert any URL into clean markdown, structured JSON, screen…
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:35
Jun 14
BLOG+1

The primary topics were refined, updating phrases like 'AI agents and LLM grounding' and 'API and product updates', and the 'Performance and scaling' topic was removed.

post frequency
2-3x per week
primary topics
AI Agents and LLM Integration, Web Scraping and Data Extraction, Platform Updates and New Features, Developer Tools and…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:34
Jun 14
PRICING+1

Credit allowance details were added as features to all pricing plans, and the format of billing period values was standardized. Additionally, prices for Hobby, Standard, and Growth plans changed from null to an empty string.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0","features":["1,000 credits / month","Scrape 1,000 pages","2 concur…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
false
06:34
Jun 14
CAREERS+1

The 'seniority' attribute for most open roles was updated, primarily from an empty string to 'null' or from a capitalized string to its lowercase equivalent.

open roles
{"title":"Design Engineer","remote":true,"location":"San Francisco, CA (Hybrid) OR Remote (Americas, UTC-3 to UTC-10)",…
total count
19
hiring trend
flat
devrel roles open
true
aggregate tech stack
leadership roles open
true
06:32
Jun 14
HOMEPAGE+1

The page underwent significant content refinement, particularly in its key selling points and target audience. The secondary call-to-action text was updated, and numerous differentiators were rephrased for conciseness or removed, while the overall social proof and positioning statements were also updated. The target audience description was broadened.

sub tagline
The API to search, scrape, and interact with the web at scale.It's also open source.
primary cta url
/playground?endpoint=scrape&url=&autorun=true
primary tagline
Power AI agents with clean web data
primary cta text
Scrape
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
Sign up
06:31
Jun 14
DOCS+1

The documentation has been significantly expanded with several new sections, including Get Started, What's New, Core Endpoints, Quickstarts, Developer Guides, Webhooks, Use Cases, Other, and Contributing.

sections
Documentation, SDKs, Integrations, API Reference, Build with AI, Get Started, What's New, Core Endpoints, More, Quickst…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:31
Jun 14
GITHUB+1

The project experienced an increase in stars, forks, and open issues, while open pull requests decreased. Date formats for recent releases and the last commit were also updated.

forks
7788
stars
132461
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
322
open issues
59
06:30
Jun 14
REVIEWS+1

Several recent reviews had their date formats updated to include timestamps and their summaries rephrased. The ease of use score changed from 5 to -1, and both top praise themes and top complaint themes lists were extensively reworded, including the removal of some praise themes and the addition of others.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"Reliably extracts meaningful data from unstructured web conte…
ease of use score
-1
top praise themes
Reliable extraction of meaningful, structured data from messy web pages, Reduces manual research and avoids brittle scr…
Jun 13, 2026
8 changed · 8 scans
06:49
Jun 13
PROFILE+1

The company's positioning and use case descriptions were updated to be more concise. Several lists, including customer logos, partnerships, and target industries, were removed, while a new 'SOC II · Type 2' recognition was added.

positioning
Firecrawl powers AI agents with clean web data — structured, searchable, and LLM-ready at any scale.
founded year
2022
customer logos
Nexus Venture Partners, Y Combinator, Zapier, Tobias Lutke, Abhinav Asthana, Matt McClure
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & Chief Growth Officer"},…
use cases stated
Search The web as a database, Scrape Any page, any format, Interact Cloud sandboxes for agents
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:49
Jun 13
BLOG+1

The primary topics covered by the platform have been updated, with a new focus on AI agents and LLM grounding, web scraping, customer use cases, and performance, replacing previous topics like general web interaction and PDF parsing.

post frequency
2-3x per week
primary topics
AI agents and LLM grounding, Web scraping and data extraction, API and product updates, Developer tools and integration…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:49
Jun 13
PRICING+1

Several pricing tiers had their 'per_unit' fields cleared. Additionally, some 'price' fields changed from an empty string to 'null', and 'billing_period' values were updated or nullified across various plans.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
false
06:48
Jun 13
CAREERS+19

The careers page has been updated to include 19 new job openings across Engineering, Marketing, Product, and Revenue and Success departments, along with new hiring metrics and metadata fields.

open roles
{"title":"Design Engineer","remote":true,"location":"San Francisco, CA (Hybrid) OR Remote (Americas, UTC-3 to UTC-10)",…
total count
19
hiring trend
flat
devrel roles open
true
aggregate tech stack
leadership roles open
true
06:47
Jun 13
HOMEPAGE+1

The page's key differentiators, social proof, positioning, and target audience descriptions were updated. New differentiators highlight token efficiency, SOC II compliance, automatic JavaScript rendering, and Firecrawl's role as an infrastructure layer for AI. The positioning statement emphasizes structured data output, and the GitHub star count has increased.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/playground?endpoint=scrape&url=&autorun=true
primary tagline
Power AI agents with clean web data
primary cta text
Scrape
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
.null
06:46
Jun 13
DOCS+1

The site's main navigation sections have been significantly reorganized. A new 'Documentation' section was added, while several older, more granular sections such as 'Get Started', 'What's New', and 'Developer Guides' were removed.

sections
Documentation, SDKs, Integrations, API Reference, Build with AI
has sdk docs
true
has tutorials
true
last update date
.null
has api reference
true
06:46
Jun 13
GITHUB+1

The repository saw an increase in stars and forks, and the last commit date was updated.

forks
7776
stars
132072
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
324
open issues
58
06:45
Jun 13
REVIEWS+1

The product's details have been updated to reflect its presence on "Product Hunt" with 12 reviews and an overall rating of 5. Significant changes were made to the phrasing of top praise and complaint themes, with some themes being rephrased or expanded upon, and all numerical scores (review_count, overall_rating, ease_of_use_score, customer_support_score, recommended_percentage) being updated from initial placeholders.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-23","rating":5,"summary":"For the first time, I’m able to reliably extract meaningful data from unstru…
ease of use score
5
top praise themes
Reliable extraction of useful, structured data from messy web pages, Effective for AI and agent workflows, Saves signif…
Jun 12, 2026
8 changed · 8 scans
06:31
Jun 12
HOMEPAGE+1

The primary call to action changed from 'Sign up' to 'Scrape', directing users to a playground. Several new developer-focused features were added to the key differentiators, including proxy handling, advanced rendering, media parsing, and interactive web actions. The target audience description was also expanded.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/playground?endpoint=scrape&url=&autorun=true
primary tagline
Power AI agents with clean web data
primary cta text
Scrape
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
Sign up
06:31
Jun 12
DOCS+1

The 'Documentation' section has been removed from the navigation. The last update date format also changed from 'null' to an empty string.

sections
Get Started, What's New, Core Endpoints, More, Quickstarts, Developer Guides, Webhooks, Use Cases, Other, Contributing,…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:30
Jun 12
GITHUB+1

The number of stars for the repository has increased from 131,638 to 132,000.

forks
7762
stars
132000
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
324
open issues
58
06:29
Jun 12
REVIEWS+1

Significant data was removed from the page, including all recent reviews, top praise themes, and the top complaint theme. The 'platform' field's value was also changed to 'null'.

platform
null
review count
0
overall rating
0
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl allows reliable website scraping for tasks like cre…
ease of use score
0
top praise themes
Reliable extraction of useful, structured data from messy web pages, Especially useful for AI and agent workflows, Tran…
06:16
Jun 12
HOMEPAGE+1

The page content has been streamlined, with many specific feature descriptions in 'key_differentiators' being removed in favor of a new, higher-level differentiator. The social proof was expanded with more company names and updated GitHub stars, while the positioning and target audience statements were made more concise.

sub tagline
The API to search, scrape, and interact with the web at scale.It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
.null
06:16
Jun 12
DOCS+1

Several navigation sections, including Playground, Blog, Community, and Changelog, have been removed.

sections
Documentation, SDKs, Integrations, API Reference, Build with AI, Get Started, What's New, Core Endpoints, More, Quickst…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:16
Jun 12
GITHUB+1

The repository shows increased activity with more stars, forks, and open pull requests, and the last commit date was recently updated.

forks
7762
stars
131638
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
324
open issues
58
06:15
Jun 12
REVIEWS+1

The platform identifier was corrected to 'ProductHunt'. Several review-related fields, including individual reviews, praise and complaint themes, and various scores, were removed or cleared.

platform
ProductHunt
review count
0
overall rating
0
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl allows reliable website scraping for tasks like cre…
ease of use score
0
top praise themes
Reliable extraction of useful, structured data from messy web pages, Especially useful for AI and agent workflows, Tran…
Jun 11, 2026
13 changed · 15 scans
06:48
Jun 11
PROFILE+1

The company removed all customer logos, target industries, and recent partnerships. The 'SOC II · Type 2' award was also removed, and the data type for 'founded_year' changed.

positioning
The API to search, scrape, and interact with the web at scale. 🔥 We build the web context APIs that turn the live inte…
founded year
2022
customer logos
Nexus Venture Partners, Y Combinator, Zapier, Tobias Lutke, Abhinav Asthana, Matt McClure
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & Chief Growth Officer"},…
use cases stated
Search the web and get full page content from the results — not just links. Feed real-time context and fresh knowledge …
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:48
Jun 11
BLOG+1

The primary topics for content have been updated, with several rephrased categories, the addition of 'PDF and document parsing', and the removal of 'Customer use cases and integrations' and 'New product features and updates'.

post frequency
2-3x per week
primary topics
AI agents and web interaction, Web data extraction and scraping, LLM integration and AI workflows, API and product upda…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:47
Jun 11
PRICING+1

A new 'per_unit' field was added to all pricing tiers to explicitly state monthly credit allowances. Additionally, the 'billing_period' field was updated across all tiers for consistency.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
false
06:46
Jun 11
CAREERSNO CHANGE

No change since last scan.

06:45
Jun 11
HOMEPAGE+1

The page was updated with several new key differentiators highlighting Firecrawl's open-source nature, hosted features, and comprehensive web handling, alongside revisions to existing differentiator descriptions and a significant rephrasing of its core positioning statement. Some social proof details, including MCP server count and Y Combinator backing, were removed.

sub tagline
The API to search, scrape, and interact with the web at scale.It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
Try it now →
06:44
Jun 11
DOCSNO CHANGE

No change since last scan.

sections
Documentation, SDKs, Integrations, API Reference, Build with AI, Playground, Blog, Community, Changelog, Get Started, W…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:44
Jun 11
GITHUB+1

The repository's star count increased by 2.

forks
7751
stars
131250
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
319
open issues
58
06:42
Jun 11
REVIEWS+1

The "recent_reviews", "ease_of_use_score", "customer_support_score", and "recommended_percentage" fields have been removed. Additionally, the "top_praise_themes" and "top_complaint_themes" lists are now empty.

platform
null
review count
0
overall rating
0
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl allows reliable website scraping for tasks like cre…
ease of use score
0
top praise themes
Reliable extraction of useful, structured data from messy web pages, Especially useful for AI and agent workflows, Tran…
06:33
Jun 11
HOMEPAGE+1

The website's key differentiators were updated, adding new features like caching and enhanced mode, while rephrasing existing ones. The social proof summary was significantly revised with updated metrics and details, and the target audience description was expanded.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
null
06:32
Jun 11
DOCS+1

Several new navigation sections, including Documentation, Integrations, Playground, Blog, Community, and Changelog, have been added. The last update date has been cleared.

sections
Documentation, SDKs, Integrations, API Reference, Build with AI, Playground, Blog, Community, Changelog, Get Started, W…
has sdk docs
true
has tutorials
true
last update date
.null
has api reference
true
06:32
Jun 11
GITHUB+1

The number of stars on the repository increased by 6.

forks
7751
stars
131248
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
319
open issues
58
06:31
Jun 11
REVIEWS+1

All recent reviews, top praise themes, and top complaint themes were removed. The platform name was also changed to 'null'.

platform
null
review count
0
overall rating
0
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl allows reliable website scraping for tasks like cre…
ease of use score
0
top praise themes
Reliable extraction of useful, structured data from messy web pages, Especially useful for AI and agent workflows, Tran…
06:18
Jun 11
DOCS+1

Several navigation sections, including Documentation, Integrations, Playground, Blog, Community, and Changelog, have been removed from the main list of sections. No new sections were added.

sections
Get Started, What's New, Core Endpoints, More, Quickstarts, Developer Guides, Webhooks, Use Cases, Other, Contributing,…
has sdk docs
true
has tutorials
true
last update date
.null
has api reference
true
06:17
Jun 11
GITHUB+1

The project experienced growth with increases in forks, stars, open pull requests, and contributors, alongside a decrease in open issues. The last commit date was updated, and the date format for the latest release was adjusted.

forks
7751
stars
131242
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
319
open issues
58
06:17
Jun 11
REVIEWS+1

All review-related data, including review count, overall rating, specific recent reviews, ease of use score, customer support score, recommended percentage, and praise/complaint themes, has been removed or reset to zero.

platform
Product Hunt
review count
0
overall rating
0
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl allows reliable website scraping for tasks like cre…
ease of use score
0
top praise themes
Reliable extraction of useful, structured data from messy web pages, Especially useful for AI and agent workflows, Tran…
Jun 10, 2026
20 changed · 22 scans
06:53
Jun 10
SOCIAL+1

The 'followers' count was updated to 0, the 'recent_post_topics' list was cleared, and the 'posting_frequency' field was removed.

platform
X (formerly Twitter)
followers
0
posting frequency
null
recent post topics
AI, machine learning, deep learning, natural language processing, computer vision, data science, robotics, neural netwo…
06:53
Jun 10
PROFILE+1

The competitor page now highlights a new SOC II Type 2 certification and provides updated, more detailed descriptions for its core API use cases (Search, Scrape, Interact). Notably, all previously listed customer logos, recent partnerships, and specific target industries have been removed from the profile.

positioning
The API to search, scrape, and interact with the web at scale. 🔥 We build the web context APIs that turn the live inte…
founded year
2022
customer logos
Nexus Venture Partners, Y Combinator, Zapier, Tobias Lutke, Abhinav Asthana, Matt McClure
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & Chief Growth Officer"},…
use cases stated
Search the web and get full page content from the results — not just links. Feed real-time context and fresh knowledge …
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:53
Jun 10
BLOG+1

The primary topics for blog posts have been updated to reflect new focus areas such as AI agent capabilities, web data parsing, and developer tooling.

post frequency
2-3x per week
primary topics
AI agent capabilities and monitoring, Web data extraction and parsing, API and developer tooling, LLM data grounding an…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:52
Jun 10
PRICING+1

The pricing page was updated to remove the 'per_unit' attribute from all plans and standardize the 'billing_period' format. The 'Scale' plan's price display was also simplified.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
false
06:52
Jun 10
CAREERSNO CHANGE

No change since last scan.

06:50
Jun 10
HOMEPAGE+1

The website's positioning statement was rewritten, and the secondary call to action text was removed. Key differentiators were updated, including new additions for automated JavaScript rendering and LLM-ready data, alongside the removal of several previous features and a more concise social proof summary.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
null
06:49
Jun 10
DOCS+1

New navigation sections for 'Playground', 'Blog', 'Community', and 'Changelog' have been added to the page.

sections
Documentation, SDKs, Integrations, API Reference, Build with AI, Playground, Blog, Community, Changelog, Get Started, W…
has sdk docs
true
has tutorials
true
last update date
.null
has api reference
true
06:49
Jun 10
GITHUB+1

The star count for the repository has slightly increased.

forks
7738
stars
130837
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
317
open issues
60
06:48
Jun 10
REVIEWS+1

The Firecrawl Product Hunt listing has been updated, showing an increased review count (to 12) and overall rating (to 5). Key praise and complaint themes reflecting user feedback were rephrased, with new praise themes added and some previous ones removed.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl allows reliable website scraping for tasks like cre…
ease of use score
0
top praise themes
Reliable extraction of useful, structured data from messy web pages, Especially useful for AI and agent workflows, Tran…
06:36
Jun 10
SOCIAL+1

The platform name was updated to 'X (formerly Twitter)', and the followers count was adjusted. The 'posting_frequency' field was removed, and 'recent_post_topics' is now an empty list.

platform
X (formerly Twitter)
followers
-1
posting frequency
null
recent post topics
AI, machine learning, deep learning, natural language processing, computer vision, data science, robotics, neural netwo…
06:36
Jun 10
PROFILE+1

The company has updated its use cases and modified its list of recent awards. Additionally, the lists for customer logos, target industries, and recent partnerships have been cleared.

positioning
The API to search, scrape, and interact with the web at scale. 🔥 We build the web context APIs that turn the live inte…
founded year
2022
customer logos
Nexus Venture Partners, Y Combinator, Zapier, Tobias Lutke, Abhinav Asthana, Matt McClure
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & Chief Growth Officer"},…
use cases stated
Deep research, Smarter AI chats, AI agent tools, Onboarding, Lead enrichment
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:35
Jun 10
BLOG+1

The primary topics listed on the page have been updated to reflect more specific categories, including AI Agents and Monitoring, API and Product Updates, Integrations and Partnerships, LLM and AI Application Development, and Performance and Scalability.

post frequency
2-3x per week
primary topics
AI Agents and Monitoring, Web Scraping and Data Extraction, API and Product Updates, Integrations and Partnerships, LLM…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:35
Jun 10
PRICING+1

The pricing transparency flag changed to false. Several pricing plan details, including prices for Hobby, Standard, and Growth plans, as well as the Free Plan's price format, Scale plan's price format, and Enterprise billing period, were updated. A new 'per_unit' field was also introduced across all tiers.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
false
06:34
Jun 10
CAREERSNO CHANGE

No change since last scan.

06:32
Jun 10
HOMEPAGE+1

The page introduces several new developer-facing features like media parsing, smart waiting, and page interaction capabilities. The social proof has been updated with more details and new metrics, while the target audience description was simplified.

sub tagline
The API to search, scrape, and interact with the web at scale.It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
130.8K
06:32
Jun 10
DOCS+1

Several new navigation sections including Documentation, SDKs, Integrations, API Reference, and Build with AI have been added, while Playground, Blog, Community, and Changelog sections were removed.

sections
Documentation, SDKs, Integrations, API Reference, Build with AI, Get Started, What's New, Core Endpoints, More, Quickst…
has sdk docs
true
has tutorials
true
last update date
.null
has api reference
true
06:31
Jun 10
GITHUB+1

The repository's star count increased by two, and the date format for the latest release was updated.

forks
7738
stars
130834
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
317
open issues
60
06:30
Jun 10
REVIEWS+1

The platform name was slightly changed. All detailed review information, including recent reviews, praise themes, complaint themes, and various rating scores (overall, ease of use, customer support, recommended percentage), were removed or set to zero.

platform
ProductHunt
review count
0
overall rating
0
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"Reliably extracts meaningful data from unstructured web conte…
ease of use score
0
top praise themes
Reliably extracts useful, structured data from messy web pages, Streamlines brittle scraping and manual research proces…
06:23
Jun 10
HOMEPAGE+1

The company has refined its core messaging, consolidating several key differentiators into more descriptive statements and introducing a new positioning statement focused on being a 'web context API for AI agents.' Additionally, the social proof has been updated with new details, while some specific features and past achievements have been removed from the highlights.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
null
06:22
Jun 10
DOCS+1

The documentation navigation has been updated, introducing new sections such as Playground, Blog, Community, and Changelog, while removing others like SDKs, Integrations, API Reference, and Build with AI.

sections
Playground, Blog, Community, Changelog, Get Started, What's New, Core Endpoints, More, Quickstarts, Developer Guides, W…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:22
Jun 10
GITHUB+1

The project has seen an increase in forks, stars, and open pull requests, with the most recent commit on June 9, 2026.

forks
7738
stars
130832
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
317
open issues
60
06:21
Jun 10
REVIEWS+1

Multiple metrics including review count, overall rating, and ease of use have been significantly updated. The top praise and complaint themes have been refined, with two new praise themes and one new complaint theme added, and one praise theme removed.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"Reliably extracts meaningful data from unstructured web conte…
ease of use score
5
top praise themes
Reliably extracts useful, structured data from messy web pages, Streamlines brittle scraping and manual research proces…
Jun 9, 2026
21 changed · 24 scans
06:52
Jun 9
SOCIAL+1

The platform name, follower count, and posting frequency have been updated, and the list of recent post topics has been cleared.

platform
X
followers
-999999999
posting frequency
null
recent post topics
AI, machine learning, deep learning, natural language processing, computer vision, data science, robotics, neural netwo…
06:51
Jun 9
PROFILE+1

Several company details, including customer logos, target industries, and recent partnerships, have been removed. A new recognition, 'SOC II · Type 2', has been added, and the descriptions for use cases have been slightly rephrased.

positioning
The API to search, scrape, and interact with the web at scale. 🔥 We build the web context APIs that turn the live inte…
founded year
2022
customer logos
Nexus Venture Partners, Y Combinator, Zapier, Tobias Lutke, Abhinav Asthana, Matt McClure
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & Chief Growth Officer"},…
use cases stated
Search the web as a database, Scrape any page, any format, Interact with cloud sandboxes for agents
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:51
Jun 9
BLOG+1

The post frequency was updated. All primary topics have been revised, with the previous topics removed and a new set of topics introduced.

post frequency
2-3x per week
primary topics
AI Agents & LLM Integration, Web Scraping & Data Extraction, New Feature & Product Launches, API & SDK Updates, Custome…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:50
Jun 9
PRICING+1

Significant updates include explicit pricing for Hobby, Standard, and Growth plans, a clarified pricing transparency status, and a simplified free tier limits description. The 'per_unit' field has also been removed from all pricing tiers.

tiers
{"cta":"Get started","name":"Free Plan","price":"0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate …
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
true
06:50
Jun 9
CAREERSNO CHANGE

No change since last scan.

06:48
Jun 9
HOMEPAGE+1

The website now emphasizes new developer features including SOC II Type 2 certification, explicit support for official MCP servers, automatic JavaScript rendering, and detailed SDK download metrics. The core messaging has been refined, including updates to the positioning statement and target audience. The primary call to action has shifted to 'Sign up', and less prominent features like fair access to web content and details of the hosted Fire-engine infrastructure have been removed from the key differentiators.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
null
06:47
Jun 9
DOCS+1

A new 'Integrations' section has been added to the navigation menu.

sections
Get Started, What's New, Core Endpoints, More, Quickstarts, Developer Guides, Webhooks, Use Cases, Other, Contributing,…
has sdk docs
true
has tutorials
true
last update date
.null
has api reference
true
06:47
Jun 9
GITHUB+1

The repository's star count increased. The latest release title and date format were updated, and the last commit date was also modified.

forks
7732
stars
130419
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
314
open issues
60
06:46
Jun 9
REVIEWS+1

The page's review data, including review count, overall rating, individual reviews, praise themes, and complaint themes, has been reset to zero or removed. The platform name was also slightly changed.

platform
ProductHunt
review count
0
overall rating
0
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"For the first time, I’m able to reliably extract meaningful d…
ease of use score
0
top praise themes
Reliable extraction of structured data from messy web pages, Efficient for AI and agent workflows, producing clean, age…
06:38
Jun 9
PROFILE+1

The company updated its positioning to highlight its API for web interaction and simplified its use case descriptions. Additionally, it expanded its target industries to include LLM, while removing explicit mentions of customer logos and recent partnerships.

positioning
The API to search, scrape, and interact with the web at scale. 🔥 We build the web context APIs that turn the live inte…
founded year
2022
customer logos
Nexus Venture Partners, Y Combinator, Zapier, Tobias Lutke, Abhinav Asthana, Matt McClure
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & Chief Growth Officer"},…
use cases stated
Search The web as a database, Scrape Any page, any format, Interact Cloud sandboxes for agents
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:37
Jun 9
BLOG+1

The blog's post frequency was updated, and the list of primary topics was rephrased.

post frequency
weekly
primary topics
AI Agent Integration & Tools, Web Data Extraction & Parsing, API and Product Updates, Platform Integrations, Performanc…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:37
Jun 9
PRICING+1

The pricing structure now uses 'null' for previously empty or placeholder values in 'price', 'per_unit', and 'billing_period' fields across all tiers. Additionally, the 'pricing_transparent' flag is now false, and the 'free_tier_limits' provides more detailed information.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate…
has free tier
true
free tier limits
1,000 credits / month, Scrape 1,000 pages, 2 concurrent requests, Low rate limits
pricing transparent
false
06:36
Jun 9
CAREERSNO CHANGE

No change since last scan.

06:35
Jun 9
HOMEPAGE+1

The page features a significantly updated list of key differentiators, adding several new capabilities like media parsing, smart waiting, and page interaction, while also rephrasing the positioning statement and expanding the social proof and target audience descriptions. The primary call to action has changed to 'Scrape' and the secondary CTA was removed.

sub tagline
The API to search, scrape, and interact with the web at scale.It's also open source.
primary cta url
/playground?endpoint=scrape&autorun=true
primary tagline
Power AI agents with clean web data
primary cta text
Scrape
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
null
06:34
Jun 9
DOCS+1

A new "Build with AI" section has been added. The "last_update_date" field's value has changed.

sections
Get Started, What's New, Core Endpoints, More, Quickstarts, Developer Guides, Webhooks, Use Cases, Other, Contributing,…
has sdk docs
true
has tutorials
true
last update date
.null
has api reference
true
06:34
Jun 9
GITHUB+1

The repository saw increases in star count, open pull requests, and open issues. Additionally, the title and version format for the most recent release were updated.

forks
7732
stars
130417
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
314
open issues
60
06:33
Jun 9
REVIEWS+1

The product now has a specified platform ('Product Hunt') and has received significant positive feedback, with all key ratings increasing from zero, a new review count of 12, and updated praise and complaint themes.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"For the first time, I’m able to reliably extract meaningful d…
ease of use score
5
top praise themes
Reliable extraction of structured data from messy web pages, Efficient for AI and agent workflows, producing clean, age…
06:22
Jun 9
BLOG+1

The blog's post frequency was updated, and its primary topics list was refined, including rephrased categories, new specialized topics, and the removal of existing ones.

post frequency
2-3x per week
primary topics
AI Agents & LLM Integration, Web Data Extraction & Scraping, API & Product Updates, Partnerships & Integrations, Perfor…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:21
Jun 9
PRICING+1

The pricing transparency flag is now true, and the programmatic details for 'per_unit' and 'billing_period' across all pricing tiers have been simplified.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
true
06:21
Jun 9
CAREERSNO CHANGE

No change since last scan.

06:19
Jun 9
HOMEPAGE+1

The competitor page received significant updates to its key differentiators, providing more detailed descriptions for reliability, speed, open-source nature, and proprietary infrastructure, while also introducing structured data extraction via JSON schema. The positioning statement was also expanded to highlight Firecrawl as an AI infrastructure layer.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
Try it now →
06:18
Jun 9
DOCS+1

The 'Integrations' and 'Build with AI' sections have been removed from the documentation. Additionally, the value of the 'last_update_date' field has changed.

sections
Get Started, What's New, Core Endpoints, More, Quickstarts, Developer Guides, Webhooks, Use Cases, Other, Contributing,…
has sdk docs
true
has tutorials
true
last update date
.null
has api reference
true
06:18
Jun 9
GITHUB+1

The repository saw increases in stars, forks, open issues, and open pull requests. The latest release version string and the last commit date were also updated.

forks
7732
stars
130408
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
313
open issues
59
06:17
Jun 9
REVIEWS+1

The competitor page has removed all recent user reviews, top praise themes, and top complaint themes. Key metrics like overall rating and review count were reset to zero, and the platform name was nullified.

platform
null
review count
0
overall rating
0
recent reviews
{"date":"2025-12-24","rating":5,"summary":"Reliably extracts meaningful data from unstructured web content, saving hour…
ease of use score
0
top praise themes
Reliable extraction of meaningful, structured data from unstructured web content, Integration with AI agents for web sc…
Jun 8, 2026
11 changed · 12 scans
06:52
Jun 8
SOCIAL+1

The platform name was updated from 'X' to 'X (formerly Twitter)', the posting frequency was cleared, and all recent post topics were removed.

platform
X (formerly Twitter)
followers
-1
posting frequency
null
recent post topics
AI, machine learning, deep learning, natural language processing, computer vision, data science, robotics, neural netwo…
06:52
Jun 8
PROFILE+1

The company updated its positioning to focus on powering AI agents with clean web data and significantly expanded its API use cases with more detailed descriptions. Key partners and investors are now listed under `customer_logos`, while the `recent_partnerships` and `target_industries` fields are now empty.

positioning
Firecrawl powers AI agents with clean web data. We provide the infrastructure that makes the internet structured, searc…
founded year
2022
customer logos
Nexus Venture Partners, Y Combinator, Zapier, Tobias Lutke, Abhinav Asthana, Matt McClure
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & Chief Growth Officer"},…
use cases stated
Search the web and get full page content from the results, Feed real-time context and fresh knowledge into your agents …
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:51
Jun 8
BLOG+1

The post frequency was updated, the primary blog topics were reclassified, and the number of recent blog posts displayed was reduced from 20 to 10.

post frequency
weekly
primary topics
AI Agents & LLM Integration with Web Data, Web Scraping & Data Extraction Features, Product Updates & Ecosystem Integra…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:51
Jun 8
PRICING+1

The pricing structure now includes a 'per_unit' field detailing credit limits for all plans. Several plans also saw changes in their 'price' field format and the 'billing_period' for the Enterprise plan was updated.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
false
06:50
Jun 8
CAREERSNO CHANGE

No change since last scan.

06:48
Jun 8
HOMEPAGE+1

The page now highlights several new key features including smart waiting, media parsing, cached data, web actions, and LLM context optimization. The primary call to action, its URL, and several differentiator descriptions have been updated for conciseness, along with an increased GitHub star count and simplified social proof and positioning statements.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
null
06:48
Jun 8
DOCS+1

The documentation navigation has been significantly reorganized and expanded, replacing the general 'Documentation' section with several more specific and detailed sections covering various developer resources and topics.

sections
Get Started, SDKs, Integrations, API Reference, Build with AI, What's New, Core Endpoints, More, Quickstarts, Developer…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:48
Jun 8
GITHUB+1

The repository's star count has increased significantly, indicating growing popularity, while the fork count experienced a slight decrease.

forks
7700
stars
130000
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
309
open issues
58
06:46
Jun 8
REVIEWS+1

The top praise themes were expanded with a new item about transforming web pages and updated phrasing for existing items. A new complaint theme was added regarding automatic search expansion. Additionally, three recent review entries were updated, and one review was removed.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-24","rating":5,"summary":"Reliably extracts meaningful data from unstructured web content, saving hour…
ease of use score
0
top praise themes
Reliable extraction of meaningful, structured data from unstructured web content, Integration with AI agents for web sc…
06:37
Jun 8
DOCS+1

The navigation sections have been significantly restructured, with several previous sections removed and new ones like 'Documentation,' 'Integrations,' and 'Build with AI' added. The 'last_update_date' field also changed its value.

sections
Documentation, SDKs, Integrations, API Reference, Build with AI
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:37
Jun 8
GITHUB+1

Several repository metrics have been updated: stars, forks, open pull requests, open issues, and contributors have all seen minor changes. The last commit date was also updated.

forks
7717
stars
129981
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
309
open issues
58
06:36
Jun 8
REVIEWS+1

The product gained 12 reviews and achieved a 5-star overall rating, with updated praise themes emphasizing AI agent integration, automation, and easy API use, and consolidated complaint themes.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-23","rating":5,"summary":"Reliably extracts meaningful data from unstructured web content, saving hour…
ease of use score
0
top praise themes
Reliable extraction of structured and meaningful data from web pages., Simplifies and automates web scraping for AI age…
Jun 7, 2026
11 changed · 12 scans
06:51
Jun 7
REVIEWS+1

The product's platform was updated to 'ProductHunt', and all specific reviews, praise themes, and complaint themes were removed from the data.

platform
ProductHunt
review count
0
overall rating
0
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"Reliably extracts meaningful data from unstructured web conte…
ease of use score
0
top praise themes
Reliable extraction of meaningful and structured data from web content, Simplifies web scraping workflows and reduces m…
06:33
Jun 7
SOCIAL+1

The posting frequency value was updated, and the list of recent post topics was emptied.

platform
X
followers
-1
posting frequency
null
recent post topics
AI, machine learning, deep learning, natural language processing, computer vision, data science, robotics, neural netwo…
06:33
Jun 7
PROFILE+1

The company's positioning statement has been updated, and all recent partnerships have been removed. A new award, 'SOC II · Type 2', has been added, and the format of other awards and use cases has been slightly revised.

positioning
The API to search, scrape, and interact with the web at scale. 🔥 We build the web context APIs that turn the live inte…
founded year
2022
customer logos
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & Chief Growth Officer"},…
use cases stated
Search: The web as a database, Scrape: Any page, any format, Interact: Cloud sandboxes for agents
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:33
Jun 7
BLOG+1

Several new blog posts were added introducing features like the /interact endpoint, PDF Parser v2, Browser Sandbox, and integrations, while the primary topics list was updated.

post frequency
2-3x per week
primary topics
AI agents, Web data extraction, API features and updates, LLM integration, Web scraping tools, Partnerships
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:32
Jun 7
PRICING+1

The pricing structure was updated, including changes to price formats for Free and Scale plans, and a consolidation of 'per_unit' credit information to 'null' across all tiers. The free tier limits description was also simplified.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0/monthly","features":["Scrape 1,000 pages","2 concurrent requests","…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
false
06:32
Jun 7
CAREERSNO CHANGE

No change since last scan.

06:30
Jun 7
HOMEPAGE+1

The primary call to action has changed to 'Scrape' and its URL updated. Key differentiators now explicitly include automatic JavaScript rendering and details about the hosted version's 'Fire-engine' infrastructure, while an older, more general 'JavaScript rendering' item was removed. The social proof and target audience information have also been updated and expanded.

sub tagline
The API to search, scrape, and interact with the web at scale.It's also open source.
primary cta url
/playground?endpoint=scrape&url=&autorun=true
primary tagline
Power AI agents with clean web data
primary cta text
Scrape
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
null
06:30
Jun 7
DOCS+1

A new 'SDKs' section has been introduced to the navigation, and the 'API Reference' section has been repositioned. Additionally, the `last_update_date` field's format was corrected.

sections
Get Started, SDKs, API Reference, What's New, Core Endpoints, More, Quickstarts, Developer Guides, Webhooks, Use Cases,…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:30
Jun 7
GITHUB+1

The project's forks increased by 3 to 7703, while stars decreased by 386 to 129614.

forks
7703
stars
129614
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
306
open issues
59
06:29
Jun 7
REVIEWS+1

All recent reviews, top praise themes, and top complaint themes have been removed from the page.

platform
null
review count
0
overall rating
0
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"Reliably extracts meaningful data from unstructured web conte…
ease of use score
0
top praise themes
Reliable extraction of meaningful and structured data from web content, Simplifies web scraping workflows and reduces m…
06:18
Jun 7
GITHUB+1

The repository's forks, stars, and open issues have all increased. Additionally, the last commit date and the date format for the latest release have been updated.

forks
7700
stars
130000
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
306
open issues
59
06:17
Jun 7
REVIEWS+1

The platform field's value was set to null. All recent reviews, top praise themes, and top complaint themes were removed from the competitor page.

platform
null
review count
0
overall rating
0
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"Reliably extracts meaningful data from unstructured web conte…
ease of use score
0
top praise themes
Reliable extraction of meaningful and structured data from web content, Simplifies web scraping workflows and reduces m…
Jun 6, 2026
21 changed · 24 scans
06:56
Jun 6
BLOG+1

The primary topics for blog posts have been significantly reorganized, introducing new developer-focused categories and refining existing ones.

post frequency
2-3x per week
primary topics
AI Agent Development, Web Data Extraction & Scraping, API Updates & Integrations, LLM & AI Engineering, Monitoring & Re…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:55
Jun 6
PRICING+1

The explicit pricing for Hobby, Standard, and Growth plans has been removed. The Free Plan's price format was updated, the pricing transparency flag was changed to false, and the free tier limits description was expanded.

tiers
{"cta":"Get started","name":"Free Plan","price":"0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate …
has free tier
true
free tier limits
1,000 credits / month, 2 concurrent requests, Low rate limits
pricing transparent
false
06:54
Jun 6
CAREERSNO CHANGE

No change since last scan.

06:53
Jun 6
HOMEPAGE+1

The page's key differentiators were significantly updated to emphasize Firecrawl's role as an AI infrastructure layer and specify open-source metrics. The social proof section also saw updates, including new customer mentions and performance statistics, with some previous details removed.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
.null
06:53
Jun 6
DOCS+1

A new section for API Reference documentation has been added to the page.

sections
Get Started, What's New, Core Endpoints, More, Quickstarts, Developer Guides, Webhooks, Use Cases, Other, Contributing,…
has sdk docs
true
has tutorials
true
last update date
.null
has api reference
true
06:53
Jun 6
GITHUB+1

The stars count has increased, and the date formats for recent releases and the last commit have been updated.

forks
7688
stars
129227
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
306
open issues
57
06:51
Jun 6
REVIEWS+1

All user reviews, top praise themes, and top complaint themes have been removed from the Product Hunt page.

platform
Product Hunt
review count
0
overall rating
0
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"Reliably extracts meaningful data from unstructured web conte…
ease of use score
0
top praise themes
Reliable extraction of meaningful and structured data from web content, Simplifies web scraping workflows and reduces m…
06:38
Jun 6
SOCIAL+1

The 'posting_frequency' field has been removed. The 'recent_post_topics' list has been cleared.

platform
X
followers
-1
posting frequency
daily
recent post topics
AI, machine learning, deep learning, natural language processing, computer vision, data science, robotics, neural netwo…
06:38
Jun 6
PROFILE+1

All previously listed recent partnerships and 'AI' from target industries were removed. The 'SOC II · Type 2' award was also removed, while the 'YC S22' award description and several use case descriptions were updated.

positioning
Firecrawl powers AI agents with clean web data — structured, searchable, and LLM-ready at any scale.
founded year
2022
customer logos
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & Chief Growth Officer"},…
use cases stated
Search the web as a database, Scrape any page, any format, Interact Cloud sandboxes for agents
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:38
Jun 6
BLOG+1

All primary topics were rephrased to update terminology related to AI agents, web data extraction, and customer use cases.

post frequency
2-3x per week
primary topics
AI Agents & LLM Integration, Web Data Extraction & Scraping, Product Updates & New Features, Developer Tools & SDKs, Cu…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:37
Jun 6
PRICING+1

Pricing has been introduced for the Hobby, Standard, and Growth plans. The Scale plan's price format and properties were updated, and overall pricing transparency is now enabled.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
true
06:37
Jun 6
CAREERSNO CHANGE

No change since last scan.

06:36
Jun 6
HOMEPAGE+1

The core features and value propositions have been significantly refined, with an expanded list of key differentiators, more detailed social proof metrics including SDK downloads and investor backing, and a clarified positioning statement.

sub tagline
The API to search, scrape, and interact with the web at scale.It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
.null
06:35
Jun 6
DOCS+1

Several developer-facing documentation sections, including Documentation, SDKs, Integrations, API Reference, and Build with AI, have been removed from the site navigation.

sections
Get Started, What's New, Core Endpoints, More, Quickstarts, Developer Guides, Webhooks, Use Cases, Other, Contributing
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:35
Jun 6
GITHUB+1

The project's star count increased, and date formats for the latest release and last commit were updated to ISO 8601. The last commit date also shifted from June 6 to June 5, 2026.

forks
7688
stars
129223
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
306
open issues
57
06:34
Jun 6
REVIEWS+1

Several review-related metrics and details, including recent reviews, ease of use and customer support scores, and themes of praise and complaints, have been removed.

platform
Product Hunt
review count
0
overall rating
0
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"Reliably extracts meaningful data from unstructured web conte…
ease of use score
0
top praise themes
Reliable extraction of meaningful and structured data from web content, Simplifies web scraping workflows and reduces m…
06:23
Jun 6
PROFILE+1

The company's positioning statement was updated, a new "SOC II · Type 2" award was added, and several use cases and a target industry ("AI") were removed, indicating a refined focus.

positioning
Firecrawl powers AI agents with clean web data — structured, searchable, and LLM-ready at any scale.
founded year
2022
customer logos
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & Chief Growth Officer"},…
use cases stated
Search the web and get full page content from the results, Convert any URL into clean markdown, structured JSON, screen…
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:23
Jun 6
BLOG+1

The primary topics for blog content have been updated and refined, with new categories added and old ones removed or rephrased. The number of recent blog posts displayed has been significantly reduced.

post frequency
2-3x per week
primary topics
AI Agent Development, Web Data Extraction & Parsing, API & Integrations, Product Updates & Features, Customer Use Cases
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:22
Jun 6
PRICING+1

The pricing structure now explicitly details credit amounts for all plans in the 'per_unit' field, and the 'Free Plan' price has been clarified to be $0. Additionally, the description of free tier limits has been simplified.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
false
06:21
Jun 6
CAREERSNO CHANGE

No change since last scan.

06:20
Jun 6
HOMEPAGE+1

The competitor page underwent a significant update, restructuring key differentiators into more concise points and adding new ones. Social proof was enhanced with new metrics, and the target audience expanded to include 'AI companies.'

sub tagline
The API to search, scrape, and interact with the web at scale.It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
Try it now →
06:19
Jun 6
DOCS+1

New top-level navigation sections for Documentation, SDKs, Integrations, API Reference, and Build with AI have been added.

sections
Documentation, SDKs, Integrations, API Reference, Build with AI, Get Started, What's New, Core Endpoints, More, Quickst…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:19
Jun 6
GITHUB+1

The repository metrics show an increase in stars, forks, and open pull requests, along with a recent commit.

forks
7688
stars
129219
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
306
open issues
57
06:18
Jun 6
REVIEWS+1

All review-related data, including overall rating, review count, ease of use, customer support scores, and recommended percentage, has been reset to zero or removed. This indicates a complete wipe of the product's review information.

platform
Product Hunt
review count
0
overall rating
0
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"Reliably extracts meaningful data from unstructured web conte…
ease of use score
0
top praise themes
Reliable extraction of meaningful and structured data from web content, Simplifies web scraping workflows and reduces m…
Jun 5, 2026
8 changed · 9 scans
06:56
Jun 5
GITHUB+1

The repository's star count has increased from 128,818 to 128,820.

forks
7669
stars
128820
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
300
open issues
57
06:54
Jun 5
REVIEWS+1

The page now shows actual metrics for Firecrawl, including ratings and review counts, instead of placeholders. Several user praise and complaint themes were updated for precision, and a new praise theme related to web and PDF format handling was introduced.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"Reliably extracts meaningful data from unstructured web conte…
ease of use score
5
top praise themes
Reliable extraction of meaningful and structured data from web content, Simplifies web scraping workflows and reduces m…
06:39
Jun 5
PRICING+1

The free tier limits now include more detailed information such as pages, concurrent requests, and rate limits. Prices for several plans have been standardized to '$/monthly', while the `per_unit` field across all tiers has been set to '.null', suggesting a change in how credit limits are represented or accessed.

tiers
{"cta":"Get started","name":"Free Plan","price":"$/monthly","features":["Scrape 1,000 pages","2 concurrent requests","L…
has free tier
true
free tier limits
1,000 credits / month, 1,000 pages, 2 concurrent requests, low rate limits
pricing transparent
false
06:38
Jun 5
CAREERSNO CHANGE

No change since last scan.

06:37
Jun 5
HOMEPAGE+1

The secondary call to action was removed, and key differentiators were rephrased and consolidated. The social proof summary and target audience for AI applications were also updated.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
Scrape
06:36
Jun 5
DOCS+1

The documentation navigation was streamlined by removing top-level sections for Documentation, SDKs, Integrations, API Reference, and Build with AI.

sections
Get Started, What's New, Core Endpoints, More, Quickstarts, Developer Guides, Webhooks, Use Cases, Other, Contributing
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:36
Jun 5
GITHUB+1

The repository metrics show increased engagement with more stars, forks, and open pull requests, while the number of open issues decreased. The last commit date and the date format for the latest release were also updated.

forks
7669
stars
128818
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
300
open issues
57
06:35
Jun 5
REVIEWS+1

The product's review data has been significantly altered, with the platform name changing to "null", all numerical scores resetting to -1, and all specific recent reviews, top praise themes, and top complaint themes being removed.

platform
null
review count
-1
overall rating
-1
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Reliably scrapes websites to create blog designs, making a co…
ease of use score
-1
top praise themes
Reliable extraction of useful, structured data from web pages, Facilitates AI and agent workflows, Saves hours on web s…
06:22
Jun 5
REVIEWS+1

The competitor's review data, including review counts, overall ratings, ease of use scores, recommended percentage, recent reviews, and thematic praise/complaint points, has been completely reset or removed.

platform
Product Hunt
review count
0
overall rating
0
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Reliably scrapes websites to create blog designs, making a co…
ease of use score
0
top praise themes
Reliable extraction of useful, structured data from web pages, Facilitates AI and agent workflows, Saves hours on web s…
Jun 4, 2026
9 changed · 9 scans
06:51
Jun 4
HOMEPAGE+1

The page underwent significant content revisions, particularly in its positioning statement and key differentiators, to better articulate its value as web context API for AI agents and a broader developer audience. The secondary CTA text was removed, and company mentions in social proof were updated.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
Scrape
06:50
Jun 4
DOCS+1

Several new documentation sections were added, including 'Documentation', 'SDKs', 'Integrations', 'API Reference', and 'Build with AI'. These new sections expand the available developer resources.

sections
Documentation, SDKs, Integrations, API Reference, Build with AI, Get Started, What's New, Core Endpoints, More, Quickst…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:50
Jun 4
GITHUB+1

The repository saw a slight increase in stars and forks. The format of the release date for 'Firecrawl v2.10' was updated to an ISO 8601 timestamp.

forks
7648
stars
128362
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
299
open issues
62
06:49
Jun 4
REVIEWS+1

The customer support score significantly decreased, and the 'recommended_percentage' field was removed. Several top praise and complaint themes, along with all recent review summaries, were rephrased or updated, and one new praise theme was added.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Reliably scrapes websites to create blog designs, making a co…
ease of use score
5
top praise themes
Reliable extraction of useful, structured data from web pages, Facilitates AI and agent workflows, Saves hours on web s…
06:35
Jun 4
REVIEWS+1

The product's listed praise and complaint themes were updated, with new themes focusing on AI agent web scraping and advanced search requests. Several existing themes were rephrased, and recent review summaries were also updated, notably one to include a specific complaint.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"Reliably extracts meaningful data from unstructured web conte…
ease of use score
5
top praise themes
Reliable and meaningful data extraction from unstructured web content, Simplifies web scraping for AI agents and develo…
06:19
Jun 4
HOMEPAGE+1

The page introduces several new developer-focused features, notably including smart wait capabilities, media parsing, and interactive actions, along with clearer descriptions of existing features like reliability and speed. Key social proof metrics have been significantly updated, and the product's positioning and target audience redefined.

sub tagline
The API to search, scrape, and interact with the web at scale.It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
Scrape
06:18
Jun 4
DOCS+1

Several top-level documentation sections, including 'Documentation' and 'API Reference', have been removed. The 'last_update_date' field now returns an empty string instead of the string 'null'.

sections
Get Started, What's New, Core Endpoints, More, Quickstarts, Developer Guides, Webhooks, Use Cases, Other, Contributing
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:18
Jun 4
GITHUB+1

The repository has seen an increase in stars, forks, and open pull requests, while the number of open issues has decreased. The last commit date has also been updated.

forks
7647
stars
128344
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
299
open issues
62
06:17
Jun 4
REVIEWS+1

The product's ratings and review counts have been significantly updated, with all scores (overall, ease of use, customer support) now at 5. The platform was identified as 'Product Hunt', and a specific complaint theme was removed, while a new praise theme for ease of use was added.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"Reliably extracts meaningful data from unstructured web conte…
ease of use score
5
top praise themes
Reliably extracts structured and meaningful data from unstructured web content, Simplifies and automates web scraping p…
Jun 3, 2026
13 changed · 13 scans
06:48
Jun 3
SOCIAL+1

The platform name was shortened, followers count changed, and both posting frequency and recent post topics were cleared.

platform
X
followers
-1
posting frequency
daily
recent post topics
AI, machine learning, deep learning, natural language processing, computer vision, data science, robotics, neural netwo…
06:47
Jun 3
PROFILE+1

Eric Ciarla's title changed, the 'founded_year' field's data type was updated, and all recent partnerships were removed. One award item in 'recent_awards_or_recognition' also had its description slightly modified.

positioning
The API to search, scrape, and interact with the web at scale. 🔥 We build the web context APIs that turn the live inte…
founded year
2022
customer logos
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & Chief Growth Officer"},…
use cases stated
Search the web and get full page content from the results, Feed real-time context and fresh knowledge into your agents …
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:47
Jun 3
BLOG+1

The page significantly expanded its blog content, adding many new posts detailing features like the /interact endpoint, PDF Parser v2, Browser Sandbox, Firecrawl v2.5, Launch Week updates, and various integrations and customer stories. The primary topics covering the blog's focus areas were also updated to reflect new areas such as AI Agent Development and Performance/Scalability.

post frequency
2-3x per week
primary topics
AI Agent Development and Monitoring, Web Scraping and Data Extraction, API and Product Updates, Integrations and Partne…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:46
Jun 3
PRICING+1

The 'Scale' plan had a property change, with 'is_self_serve' being removed and 'is_unit' being added.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
false
06:45
Jun 3
CAREERS+1

Firecrawl has significantly increased its hiring, now listing 19 open roles across engineering, product, marketing, and revenue, indicating an upward hiring trend. This includes several developer-facing and leadership positions that were not present previously.

06:43
Jun 3
HOMEPAGE+1

The page significantly updated its key differentiators, consolidating some previous features into broader new ones like "Zero configuration" and introducing new developer-focused capabilities such as structured data extraction and official SDKs. Additionally, several top-level marketing and navigation fields were removed from the page's structured data.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
Try it now →
06:42
Jun 3
DOCS+1

New top-level navigation sections have been added, including Documentation, SDKs, Integrations, API Reference, and Build with AI.

sections
Documentation, SDKs, Integrations, API Reference, Build with AI, Get Started, What's New, Core Endpoints, More, Quickst…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:42
Jun 3
GITHUB+1

The forks count increased and stars count decreased. The last commit date was updated, and the recent release date format also changed.

forks
7625
stars
127872
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
295
open issues
75
06:41
Jun 3
REVIEWS+1

Most review and rating data for the product have been reset to zero or removed entirely, including the platform name, overall rating, review count, and praise/complaint themes.

platform
null
review count
0
overall rating
0
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"For the first time, I’m able to reliably extract meaningful d…
ease of use score
0
top praise themes
Reliable extraction of meaningful and structured data from unstructured web content, Transforms brittle scraping and ma…
06:32
Jun 3
REVIEWS+1

Significant changes include the addition of a new review and praise theme focusing on PDF and markdown conversion, along with a more specific complaint about automatic search expansion. The customer support score and recommended percentage both dropped dramatically.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"For the first time, I’m able to reliably extract meaningful d…
ease of use score
5
top praise themes
Reliable extraction of meaningful and structured data from unstructured web content, Transforms brittle scraping and ma…
06:16
Jun 3
DOCS+1

Several top-level navigation sections, including Documentation, SDKs, Integrations, API Reference, and Build with AI, have been removed from the page. Additionally, the string value of the 'last_update_date' field has changed.

sections
Get Started, What's New, Core Endpoints, More, Quickstarts, Developer Guides, Webhooks, Use Cases, Other, Contributing
has sdk docs
true
has tutorials
true
last update date
.null
has api reference
true
06:16
Jun 3
GITHUB+1

The repository shows continued growth with increased stars and forks, and recent activity indicated by a newer last commit date. There are also slight decreases in open issues and pull requests.

forks
7600
stars
128000
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
295
open issues
75
06:15
Jun 3
REVIEWS+1

Significant updates include the customer support score increasing from 0 to 5 and the recommended percentage rising from 0 to 100. The top praise and complaint themes were revised and consolidated, and summaries of existing reviews were updated, while one older review was removed.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-23T20:21:13-08:00","rating":5,"summary":"Reliably extracts meaningful data from unstructured web conte…
ease of use score
5
top praise themes
Reliable and efficient extraction of structured data from complex web pages, Enables powerful AI and agent workflows by…
Jun 2, 2026
2 changed · 2 scans
06:55
Jun 2
REVIEWS+1

The product's overall rating increased from 0 to 5, and the review count grew to 12, with the ease of use score also updated to 5. Additionally, key praise themes were rephrased for clarity and granularity, while one specific praise theme was removed.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-23","rating":5,"summary":"For the first time, I’m able to reliably extract meaningful data from unstru…
ease of use score
5
top praise themes
Reliable extraction of meaningful data from unstructured web content, Replaces brittle scraping workflows, Cuts down ma…
06:38
Jun 2
REVIEWS+1

The page no longer provides recent reviews, top praise themes, or top complaint themes, indicating a significant reduction in available feedback data.

platform
ProductHunt
review count
0
overall rating
0
recent reviews
{"date":"2025-12-23","rating":5,"summary":"For the first time, I’m able to reliably extract meaningful data from unstru…
ease of use score
0
top praise themes
Reliable extraction of structured data from web pages, Simplifies data extraction for AI and agent workflows, Reduces m…
Jun 1, 2026
23 changed · 26 scans
06:47
Jun 1
SOCIAL+1

The followers count was updated from -1 to 0. Additionally, the posting_frequency field has been removed, and the recent_post_topics list is now empty.

platform
X (formerly Twitter)
followers
0
posting frequency
daily
recent post topics
AI, machine learning, deep learning, natural language processing, computer vision, data science, robotics, neural netwo…
06:47
Jun 1
PROFILE+1

Firecrawl updated its core positioning to emphasize its web interaction API and revised its use cases to be more detailed and action-oriented. The company also simplified its target industries, removed all listed partnerships, and one award.

positioning
The API to search, scrape, and interact with the web at scale. 🔥 We build the web context APIs that turn the live inte…
founded year
2022
customer logos
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & CMO"}, {"name":"Nicolas…
use cases stated
Search the web and get full page content from the results, Feed real-time context and fresh knowledge into your agents …
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:47
Jun 1
BLOG+1

The primary topics on the page have been updated, featuring new categorizations for AI agent integrations, web data extraction and monitoring, API & developer tools, and product updates.

post frequency
2-3x per week
primary topics
AI Agent Integrations, Web Data Extraction & Monitoring, API & Developer Tools, Product Updates & Features, LLM & AI En…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:46
Jun 1
PRICING+1

The "pricing_transparent" flag was updated from true to false. All pricing tiers now explicitly list their monthly credit limits in the "per_unit" field, and the "billing_period" format was standardized to "monthly".

tiers
{"cta":"Get started","name":"Free Plan","price":"$0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
false
06:46
Jun 1
CAREERSNO CHANGE

No change since last scan.

open roles
total count
0
hiring trend
flat
devrel roles open
false
aggregate tech stack
leadership roles open
false
06:44
Jun 1
HOMEPAGE+1

The key differentiators have been significantly updated, with new short descriptive phrases preceding existing ones, and several detailed explanations removed. A "SOC II · Type 2" certification was added. The social proof summary was also rephrased.

sub tagline
The API to search, scrape, and interact with the web at scale.It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
Try it now →
06:44
Jun 1
DOCS+1

The navigation sections for Playground, Blog, Community, and Changelog have been removed.

sections
Documentation, SDKs, Integrations, API Reference, Build with AI, Get Started, What's New, Core Endpoints, More, Quickst…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:44
Jun 1
GITHUB+1

The repository's star count increased, and the date formats for the most recent release and last commit were updated.

forks
7595
stars
126986
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
299
open issues
77
06:42
Jun 1
REVIEWS+1

All review-related data, including overall rating, review count, ease of use score, customer support score, recommended percentage, recent reviews, top praise themes, and top complaint themes, has been reset to zero or removed. The platform name also changed slightly.

platform
ProductHunt
review count
0
overall rating
0
recent reviews
{"date":"2025-12-23","rating":5,"summary":"For the first time, I’m able to reliably extract meaningful data from unstru…
ease of use score
0
top praise themes
Reliable extraction of structured data from web pages, Simplifies data extraction for AI and agent workflows, Reduces m…
06:29
Jun 1
SOCIAL+1

The platform name and followers count have been updated. Additionally, the 'posting_frequency' field has been removed, and the 'recent_post_topics' list is now empty.

platform
X (formerly Twitter)
followers
-1
posting frequency
daily
recent post topics
AI, machine learning, deep learning, natural language processing, computer vision, data science, robotics, neural netwo…
06:29
Jun 1
PROFILE+1

Firecrawl updated its positioning to emphasize powering AI agents and introduced new use cases like deep research and AI agent tools. The company also removed its listed target industries and all previous partnerships, while adding SOC II Type 2 certification.

positioning
Firecrawl powers AI agents with clean web data — structured, searchable, and LLM-ready at any scale.
founded year
2022
customer logos
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & CMO"}, {"name":"Nicolas…
use cases stated
Deep research, Smarter AI chats, AI agent tools, Onboarding, Lead enrichment
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:28
Jun 1
BLOG+1

The primary topics listed for blog posts have been updated, including the addition of 'Web Monitoring & Interaction' and rephrasing of several existing topics to better reflect current focuses.

post frequency
2-3x per week
primary topics
AI Agents & LLM Integration, Web Scraping & Data Extraction, API & Product Feature Updates, Developer Tools & SDKs, Web…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:28
Jun 1
PRICING+1

The 'per_unit' field for all pricing tiers now returns null, and the billing period format for most plans has been updated.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0","features":["Scrape 1,000 pages","2 concurrent requests","Low rate…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
true
06:27
Jun 1
CAREERSNO CHANGE

No change since last scan.

open roles
total count
0
hiring trend
flat
devrel roles open
false
aggregate tech stack
leadership roles open
false
06:26
Jun 1
HOMEPAGE+1

The product's key differentiators were significantly expanded with new features and details, while some existing ones were rephrased. The social proof was updated with new metrics and company examples, and the overall positioning statement was shortened for conciseness.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
Try it now →
06:26
Jun 1
DOCS+1

Several new navigation items have been added, including Documentation, Playground, Blog, Community, and Changelog sections.

sections
Documentation, SDKs, Integrations, API Reference, Build with AI, Playground, Blog, Community, Changelog, Get Started, W…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:25
Jun 1
GITHUB+1

The stars count increased, and the date formats for the recent release and last commit were updated to a more readable style.

forks
7595
stars
126980
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
299
open issues
77
06:25
Jun 1
REVIEWS+1

The product's overall scores and ratings significantly increased, with updates to existing praise and complaint themes, the addition of two new praise themes, and a change in the date format for reviews.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2025-12-23","rating":5,"summary":"For the first time, I’m able to reliably extract meaningful data from unstru…
ease of use score
5
top praise themes
Reliable extraction of structured data from web pages, Simplifies data extraction for AI and agent workflows, Reduces m…
06:13
Jun 1
SOCIAL+1

The 'posting_frequency' value was cleared, and the 'recent_post_topics' list was emptied.

platform
twitter
followers
0
posting frequency
daily
recent post topics
AI, machine learning, deep learning, natural language processing, computer vision, data science, robotics, neural netwo…
06:13
Jun 1
PROFILE+1

The company updated its positioning statement, added several recent partnerships, removed specific target industries, and refined its listed use cases and awards.

positioning
The API to search, scrape, and interact with the web at scale. 🔥 We build the web context APIs that turn the live inte…
founded year
2022
customer logos
key leadership
{"name":"Caleb Peffer","title":"Co-Founder & CEO"}, {"name":"Eric Ciarla","title":"Co-Founder & CMO"}, {"name":"Nicolas…
use cases stated
Search: The web as a database, Scrape: Any page, any format, Interact: Cloud sandboxes for agents
mission statement
Our mission is to make web data work for AI — cleanly, scalably, and in real time.
06:13
Jun 1
BLOG+1

The primary topics were updated with a new category for 'Developer Tools & SDKs' and rephrased descriptions for several existing topics.

post frequency
2-3x per week
primary topics
AI Agent Integration & Enhancement, Web Scraping & Data Extraction, API & Product Updates, Developer Tools & SDKs, Part…
recent post urls
/blog/firecrawl-monitoring-launch, /blog/firecrawl-vercel-marketplace, /blog/question-format-launch, /blog/lockdown-mod…
developer focused
true
recent post dates
May 27, 2026, May 26, 2026, May 08, 2026, Apr 30, 2026, Apr 28, 2026, Apr 21, 2026, Apr 16, 2026, Apr 14, 2026, Apr 09,…
recent post titles
Introducing /monitor: Notify AI agents when the web changes, Firecrawl is now live on the Vercel Marketplace, Introduci…
06:12
Jun 1
PRICING+1

The pricing transparency flag was enabled, and the free tier limits description was simplified. Additionally, the price formats for the Free and Scale plans were updated to specify '/monthly'.

tiers
{"cta":"Get started","name":"Free Plan","price":"$0/monthly","features":["Scrape 1,000 pages","2 concurrent requests","…
has free tier
true
free tier limits
1,000 credits / month
pricing transparent
true
06:12
Jun 1
CAREERSNO CHANGE

No change since last scan.

06:10
Jun 1
HOMEPAGE+1

The primary call to action has changed from 'Scrape' to 'Sign up', and a new secondary call to action 'Try it now' has been added. The key differentiators have been updated, with 'Zero configuration' being added and a general infrastructure statement removed. The social proof summary now reflects an increase in GitHub stars.

sub tagline
The API to search, scrape, and interact with the web at scale. It's also open source.
primary cta url
/signin?view=signup
primary tagline
Power AI agents with clean web data
primary cta text
Sign up
nav primary items
Products, Playground, Docs, Pricing, Integrations, Blog, Resources
secondary cta text
Try it now
06:10
Jun 1
DOCS+1

Two new navigation sections, "Integrations" and "Build with AI," have been added. Existing navigation sections have been reordered, with "SDKs" and "API Reference" now prominently displayed at the start.

sections
SDKs, Integrations, API Reference, Build with AI, Get Started, What's New, Core Endpoints, More, Quickstarts, Developer…
has sdk docs
true
has tutorials
true
last update date
null
has api reference
true
06:09
Jun 1
GITHUB+1

The project saw an increase in stars, open pull requests, and open issues, while the number of forks slightly decreased.

forks
7595
stars
126977
topics
markdown, crawler, scraper, ai, html-to-markdown, web-crawler, scraping, web-scraper, web-scraping, data-extraction, we…
language
TypeScript
open prs
299
open issues
77
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