Theme · updated weekly

AI Analysis in Analytics — SaaS tools & trends 2026

2 products Sparkpulse tracks are shipping around AI analysis in Analytics. The highest-velocity AI analysis products right now are Holistics and Maze (ranked by Sparkpulse's velocity score). The theme runs across 2 sectors, so the momentum you see here is drawn from products competing in different corners of the market. Their velocity scores span 3.8 to 6.3 out of 10, a spread that shows how unevenly shipping cadence is distributed across the field. Below: every tracked product carrying this theme, updated from release data. Everything on this page is regenerated from verified release data, so the ranking reflects the latest changelogs rather than a static list.

Scoped to Analytics. View AI analysis across all sectors →

Products shipping around AI analysis

#01HolisticsAfter a summer fencing in its AI layer, Holistics points it at the question analysts get asked most.6.3alternatives →
#02MazeUX research platform is reshaping itself around AI moderation and AI-driven analysis.3.8alternatives →

Frequently asked questions about AI analysis

Which SaaS tools ship AI analysis in Analytics in 2026?

Holistics, Maze — the AI analysis products Sparkpulse tracks in Analytics, ranked by shipping velocity from verified changelogs.

Which AI analysis product has the highest shipping velocity?

Holistics, with the top velocity score (6.3/10) in Analytics — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around AI analysis?

Sparkpulse currently tracks 2 products carrying the AI analysis theme in Analytics, updated continuously from verified release data.