Weekly data reports
AI Tools Sentiment Reports
Weekly data reports built from 1,251,390 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 15, 2026
Our weekly read on public online discussion across tracked AI tools and software, covering 14,472 mentions, with Leonardo AI on top and bugs dominating complaints.
AI Tools and Software Sentiment Report: Week of June 8, 2026
A weekly read on public online discussion across tracked tools and software, drawing on 13,601 mentions analyzed for June 1, 2026 through June 8, 2026.
AI Tools and Software Sentiment Report: Week of June 1, 2026
A weekly read on aggregated public discussion across tracked tools and software, covering 11,225 mentions and 141 ranked products for the week of June 1, 2026.
AI Tools and Software Sentiment Report: Week of May 25, 2026
A weekly read on aggregated public discussion of AI tools and software, covering 9,471 mentions across 134 ranked products, with GetResponse on top and Turborepo the biggest faller.
AI Tools and Software Sentiment Report: Week of May 18, 2026
Our weekly read of public online discussion across tracked AI tools and software, covering 8,631 mentions analyzed for the week of May 18, 2026.
AI Tools and Software Sentiment Report: Week of May 11, 2026
A weekly read on public online discussion of AI tools and software, drawn from 7,934 mentions analyzed. Koala AI tops the leaderboard while Superhuman posts the biggest rise and Akamai the steepest fall.
AI Tools and Software Sentiment Report: Week of May 4, 2026
A weekly read on public online discussion of AI tools and software, covering 7,582 mentions with Turborepo on top and Snowflake the biggest riser.
AI Tools and Software Sentiment Report: Week of April 27, 2026
Our weekly read on public online discussion across tracked tools and software, covering 7,340 mentions analyzed for the week ending April 27, 2026. Turborepo tops the leaderboard while Snowflake posts the biggest rise.
AI Tools and Software Sentiment Report: Week of April 20, 2026
A look at aggregated public online discussion for the week of April 20, 2026, where Luma AI led the Pulse Score rankings and bug and reliability complaints dominated the conversation across 7,017 analyzed mentions.