Feb update #2: +33 AI Analytics tools, insights, and pivots

Hi ProductHunt community!

In the second bi-weekly update (although with a delay) I found and added a total of 33 new tools.

The directory now contains more than 100 AI Analytics tools: all of them are reviewed by me and 100% belong. No broken links, only up-to-date information.

🙈 A few AI analytics Insights:

👾 Everyone is hunting the "holy grail" of AI analytics - the self-sufficient AI analyst that non-tech teams can use. More than 50% (54/105) of all tools are in this bucket.

♣️ More startups providing analytics on AI agent <> user interactions. Both qual and quant. Nebuly helps users get to the "Why" and collect rich sentiment insights.

🔄 Semantic layer category is growing, mostly from pivots. nao has abandoned the "Cursor for data team" vision and moved from Data IDE to a Semantic agent, going open-source at the same time.

Check out the full article here: https://aidataanalytics.io/blog/february-2026-update-100-ai-analytics-tools