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Mining, not counting
Extract pain points, objections, requests, questions and praise from what people actually said—not engagement totals.
Watchdogs turns the public conversation already happening across YouTube, Reddit and the open web into versioned, evidence-linked market intelligence.
One topic. Every venue. Attribution intact.
The accountable loop
Most tools show a dashboard of surface metrics. Watchdogs preserves what was said, how the conversation changed, and whether your expectation survived contact with reality.
Extract pain points, objections, requests, questions and praise from what people actually said—not engagement totals.
Every cycle becomes a versioned state. See what appeared, disappeared, intensified or began to fade.
Turn a belief into a falsifiable bet, then let incoming evidence score whether it is on track, at risk, met or missed.
Built for decisions
The evidence stays attached through extraction, clustering, change detection and forecasting. Nothing has to become a mysterious score.
Explore the productOpen the exact transcript excerpt, comment or thread behind a theme.
Spot a theme rising across independent venues, not one loud channel.
Know when a shift crosses your own evidence and sentiment thresholds.
Export a cycle with its sources, change record and forecast trajectory.
Not a synthetic audience
Public discourse is not a representative population sample—and Watchdogs does not pretend it is. It is a continuously updating digital trace, preserved with source and context.
Instead of
A stale moment, shaped by what you thought to ask.
Watchdogs
Unprompted discourse, revisited on a schedule and diffed over time.
Instead of
A claim that can quietly move when the result arrives.
Watchdogs
A condition, horizon and probability graded against incoming evidence.
Put a watchdog on it