Opportunity ledger / Dossier O-0611

ValidatingNEWOPPORTUNITY DOSSIER · O-0611

Opportunity dossier O-0611

Recurring need documented in 3 independent public source items.

First seen 2026-07-19 · Last updated 2026-07-21 · Recalculated daily

11.1
Evidence confidence, not a return forecast
3
Independent source items, deduplicated by post
1
Public source families
0
Payment evidence: current spend or explicit intent
ProblemThe source-linked evidence below documents the recurring problem.
People affectedPeople represented in the linked public discussions.
Named alternativesMeta Ads
Weekly mentions · 12 weeksNEW
05-0406-0106-2907-20

Trend factor ×1.0, capped at 2.0.

Representative evidence

2 public excerpts · 3 items in the full chain
Pain★★★★☆First-hand pain

Post title: Form-first funnel took my CPL from $200 to $70, then leads went to zero for 3 days with nothing changed. Trying to figure out if this is learning phase or somet…

Form-first funnel took my CPL from $200 to $70, th…

The public layer keeps only a minimal excerpt. Open the source for full context.

Reddit2026-07-20View source ↗
Product complaint★★★☆☆First-hand pain

Post title: Wtf wtf wtf meta!!!!

today it crashed again. I know there was an outage…

The public layer keeps only a minimal excerpt. Open the source for full context.

Reddit2026-07-19View source ↗
★★★★☆
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Scoring summary

Evidence confidence = strength × evidence volume × source diversity × payment × competition × trend × 10. Counts use independent content items; only first-hand pain, current spend, explicit willingness to pay and concrete feature requests affect the score. Repeated posts by one author are discounted. Scoring and status changes follow deterministic rules.

“Evidence-backed” means the problem appears real, recurring and connected to spending. It does not mean the business is worth building. Read the full methodology.