Weekly data reports
AI Tools Sentiment Reports
Weekly data reports built from 1,047,132 relevant public mentions across 2248 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 November 3, 2025
Our weekly read on public online discussion across tools and software, covering 2,212 mentions analyzed for the week of November 3, 2025, with ElevenLabs leading and Trello falling fastest.
AI Tools and Software Sentiment Report: Week of October 27, 2025
A weekly read on public online discussion across tracked AI tools and software, covering 2,348 mentions analyzed for the week of October 27, 2025, with Veo and Aider topping the Pulse Score board.
AI Tools and Software Sentiment Report: Week of October 20, 2025
A weekly look at aggregated public discussion across 46 eligible tools and software products, drawn from 2,377 relevant mentions analyzed for the week of October 20, 2025.
AI Tools and Software Sentiment Report: Week of October 13, 2025
A look at aggregated public online discussion of AI tools and software for the week of October 13, 2025, drawn from 2,236 relevant mentions across 49 eligible products.
AI Tools and Software Sentiment Report: Week of October 6, 2025
A weekly read on aggregated public online discussion across tracked tools and software, covering 2,687 mentions with Aider leading and Trello posting the biggest gain.
AI Tools and Software Sentiment Report: Week of September 29, 2025
A look at aggregated public online discussion across 46 eligible tools and software products, with Aider on top and Notion posting the steepest drop.
AI Tools and Software Sentiment Report: Week of September 22, 2025
A weekly read on aggregated public discussion across tools and software, with Gemini topping the Pulse Score board and Notion posting the steepest drop of the period.
AI Tools and Software Sentiment Report: Week of September 15, 2025
A weekly read on aggregated public discussion for tools and software, covering 2,470 mentions. Gemini led the leaderboard while Claude and Obsidian slid.
AI Tools and Software Sentiment Report: Week of September 8, 2025
A weekly look at aggregated public online discussion of AI tools and software, drawing on 2,357 relevant mentions. Obsidian leads the Pulse Score board while Namecheap posts the biggest rise and Flux the sharpest fall.