An autonomous pipeline that scans, classifies, and reports on real parent pain points — so a publishing venture builds what people actually want, not what sounds good in a pitch deck.
TryLinguals needed to know whether trilingual parenting pain points were real and worth building for, without paying for a market research firm or spending weeks manually reading forums.
A scheduled scanner ingests raw social data (Reddit, via Apify) on a recurring cycle
Each post is scored against a set of testable hypotheses
Findings are distilled into a decision-ready weekly report
Validated insights feed a downstream content pipeline for on-brand social posts