Theme · updated weekly
Data Apps — SaaS tools & trends 2026
1 product Sparkpulse tracks is shipping around data apps. The highest-velocity data apps product right now is Lightdash (ranked by Sparkpulse's velocity score). Tracked products here hold a velocity score of 7.5 out of 10. Below: the products carrying this theme and 1 recent editorial brief that reference it, the most recent dated Jul 13, 2026. Everything on this page is regenerated from verified release data, so the ranking reflects the latest changelogs rather than a static list.
Updated Jul 13, 2026
Products shipping around data apps
Briefs on data apps
Frequently asked questions about data apps
Which SaaS tools ship data apps in 2026?
Lightdash — the data apps products Sparkpulse tracks, ranked by shipping velocity from verified changelogs.
Which data apps product has the highest shipping velocity?
Lightdash, with the top velocity score (7.5/10) — Sparkpulse's velocity score is derived from verified release data.
How many products are shipping around data apps?
Sparkpulse currently tracks 1 product carrying the data apps theme, updated continuously from verified release data.