Weekly data reports
AI Tools Sentiment Reports
Weekly data reports built from 1,209,876 relevant public mentions across 2280 tracked AI tools and software products. Pulse Scores, biggest movers, and the themes driving the conversation.
What is in every report
The week's Pulse Score leaderboard, biggest risers and fallers, tone composition, category shifts, and the praise and complaint themes behind the moves, with sample sizes disclosed.
Where the data comes from
Public community discussion, currently Hacker News and YouTube review comments, collected continuously and classified for relevance and tone. Aggregated chatter, not statements of fact.
Need deeper data
Single-tool reports, competitive deep dives, and full data licenses are available as paid engagements. See report tiers.
AI Tools and Software Sentiment Report: Week of June 2, 2025
Our weekly read on public online discussion covers 4,804 relevant mentions, with Veo topping the Pulse Scores, Flux posting the biggest rise, and reliability chatter shaping the mood.
AI Tools and Software Sentiment Report: Week of May 26, 2025
A weekly read on public online discussion across tracked AI tools and software, based on 4,408 mentions. Veo tops the Pulse Scores while Flux climbs and Stripe slips.