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Watch Stations
Fuse YouTube, Reddit and approved RSS sources into one topic history without losing venue or source attribution.
Product
Watchdogs does not overwrite yesterday with a new dashboard. It preserves each evidence state, shows the change, and keeps your prior expectations accountable.
The core view
A Watch opens on the delta—not a wall of metrics. The summary tells you what moved; the source trail lets you verify why.
One accountable system
Fuse YouTube, Reddit and approved RSS sources into one topic history without losing venue or source attribution.
Compare the two latest cycles as added, removed, changed and unchanged themes—with voice counts and sentiment.
Write a specific expectation with a horizon. Each cycle updates its evidence, status and calibrated probability.
Follow how one idea mutates across cycles and where related language begins to rhyme across separate niches.
Detect bursts only when a theme rises across independent sources, with configurable evidence and sentiment thresholds.
Scrub the full signal history, open every source, and export a dated record of what changed and what was forecast.
Designed for verification
Theme frequency, sentiment, distinct voices, trend shape and forecast status all retain the path back to collected public evidence.
Platform, source, content item and excerpt remain attached.
Every cycle is dated and preserved rather than silently replaced.
Time windows, source caps and token budgets make each run explicit.
Export the evidence-linked state for independent review.
Put a watchdog on it