Opportunity ledger / Dossier O-1820
Recurring need documented in 9 independent public source items.
First seen 2026-08-03 · Last updated 2026-09-19 · Recalculated daily
This dossier's trend factor is 0.5, capped at 2.0.
Post title: i must say gpt5.6 sol is a stupidly intelligent model. let me explain.
now im at 0% limit and no good work is there to sh…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: [TLDR] Wow, I thought frontier models were on par, but I was completely wrong! [via r/ClaudeCode]
I canceled my GPT Pro 5x subscription and kept Cla…
The public layer keeps only a minimal excerpt. Open the source for full context.
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What this evidence does not show yet
This dossier already carries first-hand payment evidence. What it still cannot tell you: market size, how reachable these people are, or what it costs to acquire them.
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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.