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 August 4, 2025
Our weekly read on public online discussion across tracked AI tools and software, covering 3,487 mentions and led by Claude at a Pulse Score of 66.
AI Tools and Software Sentiment Report: Week of July 28, 2025
A weekly read on aggregated public discussion across 76 eligible tools and software products, based on 3,027 mentions analyzed for the period ending July 28, 2025.
AI Tools and Software Sentiment Report: Week of July 21, 2025
Our weekly read on public online discussion covers 2,829 mentions across 73 eligible products, with Obsidian topping the Pulse Scores and Manticore posting the largest gain.
AI Tools and Software Sentiment Report: Week of July 14, 2025
A weekly read on public online discussion of AI tools and software, covering 3,841 mentions. Thinkific tops the Pulse Score board while Supabase leads the fallers.
AI Tools and Software Sentiment Report: Week of July 7, 2025
A look at aggregated public online discussion across tracked tools and software, with Obsidian leading on Pulse Score and Docker posting the biggest gain over the period.
AI Tools and Software Sentiment Report: Week of June 30, 2025
A weekly read on aggregated public online discussion for AI tools and software, covering 89 ranked products and 5,950 mentions analyzed for the week ending June 30, 2025.
AI Tools and Software Sentiment Report: Week of June 23, 2025
A weekly read on public online discussion across 85 ranked tools and software, drawn from 5,390 mentions, with Aider leading and Fivetran posting the biggest sentiment gain.
AI Tools and Software Sentiment Report: Week of June 16, 2025
Our weekly read of public online discussion covers 4,956 relevant mentions, with Aider leading on Pulse Score and Veo posting the sharpest decline.
AI Tools and Software Sentiment Report: Week of June 9, 2025
A weekly read on aggregated public online discussion across AI tools and software, covering 4,756 mentions analyzed for the week ending June 9, 2025.