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.
Reviews by Vivek Bezawada, Vincent Lamanna, Pranav Pai Vernekar, and Tham (Sylvia) Nguyen were modified. The ease of use score, customer support score, and recommended percentage fields were added to the product schema.
The changes primarily involve reordering of existing fields and modifications to the text within existing fields, such as review summaries and praise/complaint themes. Two fields, 'ease_of_use_score' and 'customer_support_score', were removed.
Multiple review summaries were rephrased, and the lists of top praise and top complaint themes were updated with new descriptions. The ease of use score is now null.
The platform name was reworded for clarity. Several top praise and complaint themes were reworded for conciseness. A few recent review summaries were reworded to be more concise.
A new review was added, and existing reviews were rephrased. The 'platform' name was slightly changed. Praise and complaint themes were updated for clarity and detail, with some themes being rephrased or replaced, or removed.
The review dates are now relative, one review was removed, two review summaries were altered, the order of reviews was changed, and the "top praise themes" were rephrased. The ease of use score is now null.
Several review summaries have been rephrased for clarity and conciseness. Two new praise themes, 'especially for AI workflows' and 'reducing manual research and brittle scraping work', have been added, while existing praise themes now consistently use lowercase. Additionally, 'ease_of_use_score', 'customer_support_score', and 'recommended_percentage' were removed from 'top_praise_themes'.
Multiple review summaries have been rephrased, with one now including a suggested improvement. Several top praise and complaint themes have also been rephrased.
The review count and overall rating have been updated. Several recent review summaries have been rephrased, and the list of top praise themes has been significantly updated with new phrasing and expanded detail, while the old praise themes were removed.
The overall rating, review count, recent reviews, ease of use score, top praise themes, and top complaint themes have all been reset to their default or empty states.
Multiple review summaries have been slightly rephrased. A new praise theme, 'powers AI agents and chat', was added, while existing praise and complaint themes were slightly reworded.
The review dates are now precise ISO 8601 timestamps. The review summaries have been rephrased to be more detailed, and the praise/complaint themes are more concise. Added new fields: customer_support_score and recommended_percentage.
The review dates are now relative, and there are updates to the praise and complaint themes. Additionally, some score fields have been removed.
The primary changes involve the reformatting of review dates to include a full timestamp, and slight rephrasing of review summaries. The list of top praise and complaint themes has been reorganized, with some existing themes reworded and new, more specific themes added, particularly emphasizing LLM-ready output and reliability at scale. A new 'recommended_percentage' field was also added.
The review date format changed from ISO 8601 to a relative time format, and the wording for recent reviews, top praise themes, and top complaint themes was updated.
Minor rephrasing of review summaries and changes in the order and phrasing of "top_praise_themes" and "top_complaint_themes" lists were observed. The core information remains the same in both versions.
The review dates now use relative time instead of exact timestamps. Review summaries have been subtly rephrased, and the lists of top praise and complaint themes have been updated with more detailed descriptions and new entries.
The changes include the addition of two new fields: "customer_support_score" and "recommended_percentage", as well as rephrased content for existing review summaries and themes.
Multiple praise themes were added, while the existing praise and complaint themes were rephrased. All review dates were updated to a precise ISO 8601 format, and the summaries of all recent reviews were rewritten for improved clarity. The 'customer_support_score' and 'recommended_percentage' fields were removed.
Review timestamps and review summaries were updated. The complaint and praise themes were revised for better clarity and emphasis on key features, including consolidation of similar complaints.
The review summaries and several top praise and complaint themes have been rephrased for clarity and conciseness. Additionally, the ease of use score and customer support score were removed.
A new complaint theme was added, highlighting the difficulty in automatically expanding search to related sources when key attributes are missing.
Two new fields, 'customer_support_score' and 'recommended_percentage', were added. The platform name was updated, and the summaries of all recent reviews, as well as the lists of top praise and complaint themes, were rephrased or consolidated.