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 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.
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.