You think you know your audience. You're still guessing.
Anomaly, root cause, fix — extracted from thousands of signals your audience already left behind.
// 1,321 comments · one diagnosis
CASE #NOS-2025-0047 · ETA_PRIMESample output
AnomalyRetention collapse at 0:08
Root causeDelayed value delivery.
InterventionMove to 0:00. Delay CTA to 0:45.
Projected lift+18.5%
CASE #NOS-2025-0047 · ETA_PRIMESample output
AnomalyRetention collapse at 0:08
Root causeDelayed value delivery.
InterventionMove to 0:00. Delay CTA to 0:45.
Projected lift+18.5%
Behavioural Signal Extraction
Not a dashboard. A diagnosis.
You already have the data. Thousands of comments, sitting there. Noetys OS returns a structured verdict — what broke, where, and what to fix first.
CASE #NOS-2025-0051 · SERVETHEHOMESample output
Anomaly
Audio quality complaints — 31%
Root cause
Mic placement inconsistency.
Intervention
Standardise setup.
Lift
+22.1%
// anomaly > root cause > intervention · in 3 secondi
Who files a diagnostic
03 profiles
YouTube · Comments
"Drop at 3:00 — Hook left unresolved. 847 viewers disengaged."
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Analytics shows you when they left. Noetys OS tells you why —and gives you a ranked list of what to fix before you hit record again. No interpretation. A diagnosis with a prescribed edit.
You're A/B testing the wrong variable. Noetys OS reads your audience's objectionsbefore you scale. Know which creative has a structural friction problem before it costs you 5 figures.
Avg. interventions: 3Creative >
Unsolicited feedback
"Funnel drop — 18% flags missing specs as trigger."
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847 diagnoses · alphaFeedback >
// private alpha · 847 diagnoses run · avg. signal clusters per case: 4.2 · avg. interventions surfaced: 3
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CASE #NOS-2026-0049 · GMKtec M7 Pro
channel: youtube · hardware review channel
// demo · case NOS-2026-0049
Ingest
Denoise
Cluster
Extract
Report
comments processed: 0/1321
> initializing kernel...
Primary signal · 1,321 comments · tech review channel
Pricing friction is the dominant blocker - 5 clusters identified, 3 actionable.
1,321 comments across 4 videos. Dominant signal: pricing friction at the comparison stage. Secondary signals: GPU upgrade path and missing specification detail. Purchase intent is present - blocked before it converts.
Decision blockers
P1Pricing perception - no value anchor
// full analysis
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P1GPU upgrade path - locked hardware frustration
// full analysis
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P2RJ45 chipset - missing technical documentation
// full analysis
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Signal cluster distribution
pricing perception38%
gpu upgrade frustration24%
chipset / specs18%
purchase intent14%
noise / off-topic6%
Prescribed interventions
01
Rewrite pricing section - add value justification vs PS5 / DIY builds. P1 · Fix immediately