Opportunity ledger / Dossier O-0951

CorroboratedOPPORTUNITY DOSSIER · O-0951

Opportunity dossier O-0951

Recurring need documented in 7 independent public source items.

First seen 2026-07-16 · Last updated 2026-09-08 · Recalculated daily

17.8
Evidence confidence, not a return forecast
7
Independent source items, deduplicated by post
3
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 alternativesClaude, Claude Pro, Cursor, Kimi K3, Nvidia
Weekly mentions · 12 weeks
06-2207-2008-1709-07

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

Representative evidence

2 public excerpts · 7 items in the full chain
Pain★★★★☆First-hand pain

Post title: Which AI is best for coding and lets you use it for longer without hitting limits?

I’m currently paying for Claude and using it to he…

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

Reddit2026-08-31View source ↗
Product complaint★★★★☆First-hand pain

Post title: [TLDR] I was using it for maybe 40 minutes and it's gone! And it's boosted! Wtf [via r/claude]

30 to 40 minutes worth of coding and it's gone! Wh…

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

Reddit2026-08-06View source ↗
★★★★☆
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What this evidence does not show yet

To reach Payment-backed we still need:

  • a first-hand payment statement — either someone naming what they already pay, or 2 more statement(s) with a specific amount they would pay (we have 0)
  • renewed mentions — the recent trend is below the promotion bar

No first-hand payment statement is on record here, so this page carries no pricing suggestion. A price with no payment evidence behind it is a guess wearing a number.

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.