Trust Monitoring
After launch, the signal keeps moving. We keep reading it — so narrative drift, confusion spikes, and stale claims never surprise you. Sanitized, sourced, and scored, on a cadence you can plan around.
Five watches, every cycle
Each watches a different way your public signal can go wrong. Together they catch drift before it becomes a crisis.
Misclassification watch
When the public files you under the wrong label — wrong category, wrong comparison, scam-adjacent by association — and the label starts to stick.
Narrative & claim watch
When the story being told about you diverges from the true one — and when your own public claims go stale, contradicted, or unproven.
Community trust signals
Surges in “what is / does / is it safe” questions — the early tremor before a trust problem.
Credibility balance
Whether your public record reads as proof or promise — and which way it's tipping.
Proof & footprint
What third-party sources — LLMs, wikis, aggregators, search — repeat about you, and whether your proof is where they look.
One report, every signal
The spread you actually read — all five watches in one page of the monthly signal report: what's calm, what's worth watching, and what needs you now.
What lands in your inbox
Short, scored, and sourced. Each risk flag is a short human note between cycles — what changed, where, and how much it matters.
“Centralized” framing spreading from one influential thread
A misreading of the validator set is being repeated verbatim. 3 reposts, 1 newsletter pickup.
+214% mentions
An LLM is citing your deprecated v1 docs
Two assistants return the old migration steps. Worth a canonical redirect + a docs note.
2 models
Repeated “how is this different from X?” in Discord
Not urgent, but a clear signal your comparison page is missing. Easy win.
9 asks / wk
Mood is a number. Confusion is a structure.
Sentiment tools tell you the temperature. We tell you why people are confused, where the misreading started, and what to change. PR tools count mentions; we map meaning.
Cadence & pricing
Three levels of watch. Price scales with surfaces covered and how quickly flags reach you.
Core surfaces watched. Monthly report, a flag on anything high.
All five watches, biweekly report, monthly readout call.
High-stakes or contentious. Wide coverage, fast flags, a hand on the wheel.