Rival
Apr 28 2026, 22:10 UTClive
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
152
Changed
129
Surfaces
9
BY SURFACE

Filter

showing 17 of 152
All152blog15careers14docs15github15homepage29pricing17profile15reviews17social15
MOST RECENT FIRST

Timeline

last change Apr 28, 06:51
Apr 28, 2026
2 changed · 2 scans
06:50
Apr 28
REVIEWS+1

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

platform
Product Hunt
review count
0
overall rating
0
recent reviews
ease of use score
0
top praise themes
06:17
Apr 28
REVIEWS+1

A new review was added to the product page, increasing the total review count. However, the recommended percentage dropped significantly from 100% to 5%. Existing praise and complaint themes, along with three recent review summaries, were also rephrased.

platform
Product Hunt
review count
12
overall rating
5
recent reviews
{"date":"2026-04-27T04:04:04-07:00","rating":5,"summary":"Best webcrawl functionality."}, {"date":"2025-07-15T22:56:46-…
ease of use score
5
top praise themes
Reliable extraction of structured data, Suitable for AI agent workflows, Replaces brittle scraping methods, Saves manua…
Apr 27, 2026
3 changed · 3 scans
06:48
Apr 27
REVIEWS+1

The competitor page now includes detailed review data, such as recent user reviews, overall rating, praise themes, and complaint themes. Placeholder values for platform name, review count, and various scores have been updated with actual data.

platform
Product Hunt
review count
11
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 structured data extraction from web pages, Highly effective for AI agent workflows, Significantly reduces …
06:29
Apr 27
REVIEWS+1

The product's review data, including overall ratings, review counts, individual reviews, praise themes, and complaint themes, has been reset to default or empty values.

platform
null
review count
-1
overall rating
-1
recent reviews
ease of use score
-1
top praise themes
06:14
Apr 27
REVIEWS+1

Several user review summaries were rephrased. The 'top praise themes' were updated with more concise wording and a new theme for AI agent inputs. Existing 'top complaint themes' were consolidated and rephrased for clarity.

platform
Product Hunt
review count
11
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 way to pull meaningful, structured data from messy web pages, especially for AI and agent workflows, replaces …
Apr 26, 2026
3 changed · 3 scans
06:44
Apr 26
REVIEWS+1

The product's profile has been significantly enriched with detailed information including its platform, overall rating, review count, ease of use and customer support scores, and recommended percentage. Crucially, specific praise and complaint themes have been added, along with four detailed recent customer reviews.

platform
Product Hunt
review count
11
overall rating
5
recent reviews
{"date":"2025-07-15T22:56:46-07:00","rating":5,"summary":"I use Firecrawl to reliably scrape a website for creating a b…
ease of use score
5
top praise themes
Reliable extraction of meaningful, structured data from web content., Efficient for AI agents and developer workflows.,…
06:27
Apr 26
REVIEWS+1

The competitor data structure was updated with new fields including customer support score, ease of use score, recent reviews, and recommended percentage. The value for the 'platform' field also changed.

platform
null
review count
0
overall rating
0
recent reviews
ease of use score
0
top praise themes
06:12
Apr 26
REVIEWS+1

The platform name was changed from "null" to "ProductHunt". Several review-related fields, including recent reviews, ease of use score, customer support score, and recommended percentage, have been removed.

platform
ProductHunt
review count
0
overall rating
0
top praise themes
top complaint themes
Apr 25, 2026
2 changed · 3 scans
06:42
Apr 25
REVIEWSNO CHANGE

No change since last scan.

platform
null
review count
0
overall rating
0
recent reviews
ease of use score
0
top praise themes
06:24
Apr 25
REVIEWS+1Partial

The only change detected was in the value of the "platform" field, which switched from "Product Hunt" to "null".

platform
null
review count
0
overall rating
0
recent reviews
ease of use score
0
top praise themes
06:03
Apr 25
REVIEWS+1Partial

The platform information was updated from 'null' to 'Product Hunt'.

platform
Product Hunt
review count
0
overall rating
0
recent reviews
ease of use score
0
top praise themes
Apr 24, 2026
3 changed · 3 scans
06:38
Apr 24
REVIEWS+1Partial

All product review data, including review counts, overall ratings, ease of use scores, recent reviews, and thematic feedback, has been reset to zero or removed in the current version.

platform
null
review count
0
overall rating
0
recent reviews
ease of use score
0
top praise themes
06:19
Apr 24
REVIEWS+1Partial

Detailed review information for Firecrawl has been added, including overall rating (5.0 from 11 reviews), ease of use, customer support score, specific praise and complaint themes, and individual recent reviews, all of which were previously unpopulated placeholders.

platform
Product Hunt
review count
11
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 meaningful and structured data from web content., Useful for AI and agent workflows, providing clean …
06:04
Apr 24
REVIEWS+1Partial

The platform name was updated. All detailed review data, including recent reviews, praise and complaint themes, and various rating scores, have been removed or reset to default empty/negative values.

platform
ProductHunt
review count
-1
overall rating
-1
recent reviews
ease of use score
-1
top praise themes
Apr 23, 2026
3 changed · 3 scans
06:41
Apr 23
REVIEWS+1Partial

Summaries for recent user reviews were updated. The product's top praise themes were rephrased, and its primary complaint theme was elaborated into two distinct points.

platform
Product Hunt
review count
11
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, structured data from unstructured web content, Useful for AI agents and developer wo…
06:25
Apr 23
REVIEWS+1Partial

The page now includes concrete review data, updating all key metrics from placeholders to actual values like 11 reviews and a 5-star overall rating. New praise themes highlight developer-centric features such as reliable API-based data extraction for AI and LLM workflows, while a new complaint points to a need for deeper multi-step search functionality.

platform
Product Hunt
review count
11
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, structured data from messy web pages, Effective for AI and agent workflows, providin…
06:07
Apr 23
REVIEWS+1

All detailed review data, including recent reviews, praise themes, complaint themes, and various rating scores (overall, ease of use, customer support, and review count), have been removed or reset to default values. A new 'recommended_percentage' field was added.

platform
ProductHunt
review count
-99
overall rating
-99
recent reviews
ease of use score
-99
top praise themes
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