Opportunity ledger / Dossier O-2871

Corroborated▼ FadingOPPORTUNITY DOSSIER · O-2871

Opportunity dossier O-2871

Recurring need documented in 3 independent public source items.

First seen 2026-08-15 · Last updated 2026-09-30 · Recalculated daily

18.7
Evidence confidence, not a return forecast
3
Independent source items, deduplicated by post
1
Public source families
2
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 alternativesCodex, Cursor
Collected sample dates · 12 weeks
07-1308-1009-0709-28

These observations describe collected samples, not platform-wide prevalence; they cannot establish whether a problem is widespread or accelerating. Collection scope changed on 09-16 and 09-27; monthly counts must not be read as trends.

Representative evidence

2 public excerpts · 3 items in the full chain
Payment intent★★★☆☆Current spend

Post title: Am I overdoing it?

Langfuse estimates ~$8.5k (with all models) in API…

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

Reddit2026-08-27View source ↗
Product complaint★★★☆☆Current spend

Post title: Planning to upgrade to 60$ plan, is it also just 3x more than pro plan usage for cursor model? or that 3x is only for api/other models usage?

with 50% off I use grok 4.6 fast around 500 millio…

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

Reddit2026-08-21View source ↗
★★★★☆
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What this evidence does not show yet

To reach Payment-backed we still need:

  • 2 more independent post(s) — we have 3
  • renewed mentions — the recent trend is below the promotion bar

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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.

“Payment-backed” means first-hand payment evidence exists in the record. It does not mean the business is worth building. “Fading” is a recency tag shown alongside any evidence level, not a lower level. Read the full methodology.