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signalsift

SignalSift
AI insights for scraped reviews and comments: themes, sentiment and fix-first lists.
Joined October 2026
ACTOR STATS
6 public Actors
12 total users
1 monthly user
>99% runs succeeded
AI insight Actors that work on top of the scrapers you already use on Apify.
Give one a dataset of reviews or comments and get back:
- Themes with counts and real quotes
- Sentiment and how it trends month by month
- A fix-first list ranked by how often and how badly customers complain
- Reply drafts for unanswered negative reviews
Results come as an enriched dataset, a client-ready report and a short summary that AI agents can read.
Built for agencies, local businesses, e-commerce and brand teams. Pricing: pay per review analyzed, no subscription.
Questions or feature requests? Open an issue on any SignalSift Actor.