Opportunity ledger / Dossier O-1660

Corroborated▼ FadingOPPORTUNITY DOSSIER · O-1660

Opportunity dossier O-1660

Recurring need documented in 5 independent public source items.

First seen 2026-07-06 · Last updated 2026-09-15 · Recalculated daily

73.1
Evidence confidence, not a return forecast
5
Independent source items, deduplicated by post
3
Public source families
4
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 alternativesClaude, Cursor, GitHub Copilot, Grok
Weekly mentions · 12 weeks▼ Fading
06-2907-2708-2409-14

This dossier's trend factor is 0.5, capped at 2.0.

Representative evidence

2 public excerpts · 5 items in the full chain
Pain★★☆☆☆Current spend

Post title: I paid 20USD subscription and used only Auto mode. I spent 62m tokens in 10 days. My usuage is now at 53% Is this cheap or expensive?

I paid 20USD subscription and used only Auto mode.…

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

Reddit2026-08-18View source ↗
Product complaint★★★★★Current spend

Post title: Cursor vs claude vs codex for 200$

I’ve been a happy cursor user for over a year but …

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

Reddit2026-08-07View source ↗
★★★★☆
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What this evidence does not show yet

To reach Payment-backed we still need:

  • renewed mentions — the recent trend is below the promotion bar

Follow how this opportunity evolves

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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.