CLUSTER ANALYZES-CUSTOMER-FEEDBACK · 41 ENTRIES · EARLIEST ENTRY 2026-07-21
AI text sentiment analysis apps
This cluster consists of web-based tools that analyze text (and occasionally audio) to detect sentiment, emotion, mood, toxicity, and related textual insights, often applied to customer reviews and feedback. Entries appeared sporadically from late 2024 through mid-2026, with one or two per month and no clear trend, while a substantial portion of the 34 members have no source date. The traction leaders by activity signal are AI-Review-Analyzer, App-Review-Analytics, and Tata-Tele-Business-Services, each at 0 stars.
Entry timeline
ENTRY TIMELINE
Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.
Members by activity
Activity signals, not revenue.
Build origin · 1 unlabelled
Operator · 1 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 1 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 41AI Sentiment Analyzer0★unknownliveWeb app that analyzes text and returns a positive, negative, or neutral sentiment rating.
Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.