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 January 5, 2026
A look at aggregated public discussion across 44 ranked tools and software products, drawn from 1,648 mentions analyzed for the period. SaneBox led on Pulse Score while Foxit rose most.
AI Tools and Software Sentiment Report: Week of December 29, 2025
A weekly read on aggregated public online discussion of AI tools and software, covering 1,732 mentions, with SaneBox leading on Pulse Score and RubyLLM posting the biggest rise.
AI Tools and Software Sentiment Report: Week of December 22, 2025
Our weekly read on aggregated public discussion for December 15 to December 22, 2025, covering 1,908 mentions across 48 eligible products, with Claude Code on top and Loom the steepest faller.
AI Tools and Software Sentiment Report: Week of December 15, 2025
A weekly read on public online discussion across tracked AI tools and software, covering 2,096 relevant mentions, with Claude Code leading and Loom posting the steepest drop.
AI Tools and Software Sentiment Report: Week of December 8, 2025
Aggregated public discussion across 1,979 mentions for the week of December 8, 2025, with Claude Code leading on a 65 Pulse Score and Leonardo AI posting the steepest drop.
AI Tools and Software Sentiment Report: Week of December 1, 2025
Our weekly read on public online discussion covers 2,023 relevant mentions, with Claude Code and Veo topping the Pulse Scores and Replit posting the steepest decline.
AI Tools and Software Sentiment Report: Week of November 24, 2025
Our weekly read on aggregated public online discussion covers 1,905 relevant mentions, with AWeber topping the Pulse Score leaderboard and Flux posting the biggest rise.
AI Tools and Software Sentiment Report: Week of November 17, 2025
A weekly read on public online discussion across tracked AI tools and software, covering 1,845 mentions analyzed for November 10, 2025 through November 17, 2025.
AI Tools and Software Sentiment Report: Week of November 10, 2025
Aggregated public discussion for November 3, 2025 through November 10, 2025 shows Windsurf leading on a Pulse Score of 62, while Trello fell furthest and bug-related complaints dominated the conversation.