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 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.
AI Tools and Software Sentiment Report: Week of September 1, 2025
A look at aggregated public online discussion across tracked tools and software for the week of September 1, 2025, drawing on 2,367 relevant mentions.
AI Tools and Software Sentiment Report: Week of August 25, 2025
Our weekly read on aggregated public online discussion covers 2,212 relevant mentions, with Todoist topping the Pulse Score leaderboard and NordVPN the biggest riser.
AI Tools and Software Sentiment Report: Week of August 18, 2025
Our weekly read on public online discussion across tracked tools and software, based on 2,348 mentions analyzed. Todoist led on Pulse Score while Monday.com saw the steepest decline.
AI Tools and Software Sentiment Report: Week of August 11, 2025
A weekly read on public online discussion across tracked AI tools and software, with Todoist leading Pulse Scores and Veo posting the biggest rise over the period.