Rival
Sep 4 2026, 23:48 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
180
Surfaces
9
BY SURFACE

Filter

showing 27 of 200
All200blog15careers21docs27github27homepage27pricing18profile19reviews27social19
MOST RECENT FIRST

Timeline

last change Sep 4, 06:46
Sep 4, 2026
3 changed · 3 scans
06:33
Sep 4
REVIEWS+1

Several review summaries were rephrased for clarity and conciseness, and the 'top praise themes' and 'top complaint themes' were updated with more specific language. The platform name was also corrected from 'ProductHunt' to 'Product Hunt'.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl makes reliable website scraping easy, transforming …
ease of use score
5
top praise themes
reliable web data extraction, clean and structured output (LLM-ready markdown), handles JavaScript-heavy sites and edge…
06:16
Sep 4
REVIEWS+1

The platform name capitalization was changed, the ease of use score was removed, and all recent review summaries were rephrased. Additionally, a praise theme was split into two separate items.

platform
ProductHunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Used Firecrawl to scrape a website to create a blog design si…
ease of use score
5
top praise themes
Web data extraction is reliable and usable, especially for AI workflows., Pulls meaningful information from messy, unst…
06:04
Sep 4
REVIEWS+1

A new field 'recommended_percentage' was added. The 'recent_reviews' dates are now in ISO 8601 format, and existing review summaries, praise themes, and complaint themes were updated or rephrased. A new review was added to the list of recent reviews.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl reliably scrapes websites for blog design, turning …
ease of use score
5
top praise themes
Web data extraction is reliable and usable, especially for AI workflows., Pulls meaningful information from messy, unst…
Sep 3, 2026
3 changed · 3 scans
06:36
Sep 3
REVIEWS+1

The recent reviews have been updated with new dates and rephrased summaries, while the overall ease_of_use_score has been removed and a new customer_support_score field was added. The top praise themes were also rephrased.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"1yr ago","rating":5,"summary":"Firecrawl makes website scraping reliable, similar to what an entire startup wo…
ease of use score
5
top praise themes
Web data extraction reliability for AI workflows, Clean and structured/markdown output, Quick setup and simple API, Han…
06:19
Sep 3
REVIEWS+1

The review dates are now ISO 8601 format, and review ratings are null. Several fields related to scores and percentages have been removed, and the praise themes have been updated with minor wording changes and reordering, with two new themes added and three others removed. All review summaries have also been slightly rephrased.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":null,"summary":"Firecrawl reliably scrapes websites to create blog designs…
ease of use score
5
top praise themes
Web data extraction is reliable and usable, especially for AI workflows., Pulls meaningful information from messy, unst…
06:04
Sep 3
REVIEWS+1

The summaries of all recent reviews have been updated with slightly different wording, and the top praise themes have been reordered and split.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"1yr ago","rating":5,"summary":"Firecrawl reliably scrapes websites for blog design creation, making what would…
ease of use score
5
top praise themes
Web data extraction is reliable and usable, especially for AI workflows, Pulls meaningful information from messy, unstr…
Sep 2, 2026
3 changed · 3 scans
06:36
Sep 2
REVIEWS+1

The primary change is the removal of specific recent review details, replaced by a null value. Additionally, the order of fields in the JSON object has been altered.

platform
ProductHunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl reliably scrapes websites, a task that previously w…
ease of use score
5
top praise themes
Web data extraction is reliable and usable, especially for AI workflows., Pulls meaningful information from messy, unst…
06:20
Sep 2
REVIEWS+1

Changes include updated summaries for recent reviews, clarifying mentions of "Crewdle AI" and "MCP," rephrasing for improved clarity, and rewording the themes in 'top_praise_themes' to highlight AI workflow relevance.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl reliably scrapes websites, a task that previously w…
ease of use score
5
top praise themes
Reliable and usable web data extraction for AI workflows, Pulls meaningful information from messy, unstructured pages, …
06:03
Sep 2
REVIEWS+1

The review summaries have been rephrased for clarity and new praise themes have been added, specifically highlighting aspects like LLM-ready output, handling of complex sites, simple API, and reduced manual work.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"The reviewer uses Firecrawl to scrape websites for blog desig…
ease of use score
5
top praise themes
Web data extraction reliability, LLM-ready output (clean markdown), Handles JavaScript-heavy sites and edge cases, Simp…
Sep 1, 2026
3 changed · 3 scans
06:37
Sep 1
REVIEWS+1

The review dates were updated to an absolute format and the review summaries were rephrased for improved clarity and conciseness. The 'top_praise_themes' and 'top_complaint_themes' were also rephrased for brevity and to group related concepts.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl makes scraping websites reliably easy, turning what…
ease of use score
5
top praise themes
Web data extraction reliability, Clean and structured output (Markdown), Handling of JavaScript-heavy sites and edge ca…
06:19
Sep 1
REVIEWS+1

The review summaries have been rephrased to be more concise and the `top_praise_themes` items now have a period at the end.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"1yr ago","rating":5,"summary":"Firecrawl enables easy website scraping for tasks like creating blog designs, a…
ease of use score
5
top praise themes
Web data extraction is reliable and usable, especially for AI workflows., Pulls meaningful information from messy, unst…
06:04
Sep 1
REVIEWS+1

The 'date' field in recent reviews is now relative, and the 'top_praise_themes' list has been updated with more detailed descriptions of Firecrawl's capabilities.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"1yr ago","rating":5,"summary":"Firecrawl reliably scrapes websites to create blog designs, making a task that …
ease of use score
5
top praise themes
Web data extraction is reliable and usable, especially for AI workflows, Pulls meaningful information from messy, unstr…
Aug 31, 2026
3 changed · 3 scans
06:36
Aug 31
REVIEWS+1

New fields for customer support score and recommended percentage were added. Existing review summaries were rewritten, and the top praise and complaint themes were rephrased and updated for clarity.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl makes reliable website scraping easy with just an A…
ease of use score
5
top praise themes
Reliable web data extraction, LLM-ready output (clean markdown), Handles JavaScript-heavy sites and edge cases, Simple,…
06:19
Aug 31
REVIEWS+1

Multiple fields (`ease_of_use_score`, `customer_support_score`, and `recommended_percentage`) have been removed. The summaries for the first, second, and fourth recent reviews have been rephrased for better clarity and conciseness.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"I use Firecrawl to scrape a website to create a blog design s…
ease of use score
5
top praise themes
Reliable extraction of meaningful data from unstructured web content, LLM-ready output (clean markdown) saves parsing t…
06:03
Aug 31
REVIEWS+1

Recent review summaries were rephrased and expanded for clarity and detail, and their dates were standardized to ISO 8601 format. The list of top praise themes was also updated.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"The reviewer uses Firecrawl to scrape websites to create blog…
ease of use score
5
top praise themes
Web data extraction is reliable and usable, especially for AI workflows, Pulls meaningful information from unstructured…
Aug 30, 2026
3 changed · 3 scans
06:41
Aug 30
REVIEWS+1

The platform name now includes a space. Several recent review summaries and their corresponding dates have been updated, and the 'ease_of_use_score' is now null. The 'top_praise_themes' list was reorganized, with some themes being rephrased and new ones added, while an old one was removed.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"1yr ago","rating":5,"summary":"Firecrawl makes web scraping for blog design similar to websites incredibly eas…
ease of use score
5
top praise themes
Web data extraction reliability, Usable for AI workflows, Pulls meaningful information from unstructured pages, Reduces…
06:22
Aug 30
REVIEWS+1

The ease of use score was removed, and the summaries of recent reviews were rephrased to be more concise. The top praise themes and top complaint themes were also rephrased.

platform
ProductHunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl makes website scraping reliable and easy for tasks …
ease of use score
5
top praise themes
Web data extraction far more reliable and usable, Pulls meaningful information from messy, unstructured pages, Clean, s…
06:07
Aug 30
REVIEWS+1

Multiple review summaries were rephrased for clarity and conciseness, and the 'top_praise_themes' and 'top_complaint_themes' lists were made more keyword-focused and concise.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl makes scraping websites reliably as easy as an API …
ease of use score
5
top praise themes
web data extraction reliability for AI workflows, pulling meaningful information from unstructured pages, reducing manu…
Aug 29, 2026
3 changed · 3 scans
06:40
Aug 29
REVIEWS+1

The review summaries and the top praise/complaint themes were rephrased for better clarity and conciseness. No new features were added or removed.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl made it easy to scrape a website to create a blog d…
ease of use score
5
top praise themes
Web data extraction far more reliable and usable, especially for AI workflows, Pulls meaningful information from messy,…
06:23
Aug 29
REVIEWS+1

The platform name was updated, and the date format for recent reviews was changed. The content of existing recent reviews was updated, and the 'top_praise_themes' and 'top_complaint_themes' arrays were significantly reworded and updated.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl makes scraping websites for design purposes an easy…
ease of use score
5
top praise themes
Web data extraction is reliable and usable, especially for AI workflows., Pulls meaningful information from messy, unst…
06:06
Aug 29
REVIEWS+1

The changes include the addition of new fields like customer_support_score and recommended_percentage, the removal of the ease_of_use_score field, and several updates to existing data such as review summaries, platform name, and top praise/complaint themes.

platform
ProductHunt
review count
15
overall rating
5
recent reviews
{"date":"1yr ago","rating":5,"summary":"Firecrawl reliably scrapes websites to create blog designs, making a complex ta…
ease of use score
5
top praise themes
reliable web data extraction, clean and structured output (especially markdown), quick setup and developer-first API, h…
Aug 28, 2026
3 changed · 3 scans
06:41
Aug 28
REVIEWS+1

The changes primarily consist of adding a rating of 5 to each review and rephrasing the summaries of existing reviews and top praise/complaint themes.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"1yr ago","rating":5,"summary":"Firecrawl enables reliable website scraping for blog design with a simple API c…
ease of use score
5
top praise themes
Web data extraction is reliable and usable, especially for AI workflows., Pulls meaningful information from messy, unst…
06:23
Aug 28
REVIEWS+1

The review summaries were refined for better clarity and detail, with specific numeric scores for ease of use and customer support being removed from the data.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"1yr ago","rating":null,"summary":"Firecrawl is used to scrape websites to create blog designs, which would hav…
ease of use score
5
top praise themes
Reliable and usable web data extraction, especially for AI workflows, Pulls meaningful information from messy, unstruct…
06:04
Aug 28
REVIEWS+1

Review timestamps were changed to relative times, the ease of use score was removed, and review summaries and praise themes were updated for conciseness and clarity.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"1yr ago","rating":5,"summary":"Firecrawl reliably scrapes websites for creating blog designs similar to the or…
ease of use score
5
top praise themes
Web data extraction reliability, Useful for AI workflows, Pulls meaningful information from unstructured pages, Reduces…
Aug 27, 2026
3 changed · 3 scans
06:37
Aug 27
REVIEWS+1

The recent reviews' summaries have been rephrased, and the `top_praise_themes` list has been updated with combined and slightly reworded themes. The `ease_of_use_score` was removed.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl enabled the user to reliably scrape a website to cr…
ease of use score
5
top praise themes
Web data extraction reliability and usability for AI workflows, Ability to pull meaningful information from unstructure…
06:22
Aug 27
REVIEWS+1

A new field for customer support score was added, and existing review summaries and praise/complaint themes were rephrased or reordered. Notably, several new specific praise themes were added, emphasizing AI workflow compatibility and structured output.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl reliably scrapes websites to create blog designs, m…
ease of use score
5
top praise themes
web data extraction reliability, usable for AI workflows, pulls meaningful information from unstructured pages, reduces…
06:05
Aug 27
REVIEWS+1

The review summaries and praise/complaint themes have been updated for improved clarity and conciseness. The 'ease_of_use_score' and 'customer_support_score' fields have been removed.

platform
Product Hunt
review count
15
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"Firecrawl reliably scrapes websites, making it possible to cr…
ease of use score
5
top praise themes
Web data extraction reliability, LLM-ready output (clean markdown), Handling of JavaScript-heavy sites and edge cases, …
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