Opportunity ledger / Dossier O-1506
Recurring need documented in 1 independent public source item.
First seen 2026-07-28 · Last updated 2026-07-30 · Recalculated daily
Trend factor ×1.0, capped at 2.0.
Post title: Looking for a ChatGPT replacement options
I pay for the Pro version and would like to know m…
The public layer keeps only a minimal excerpt. Open the source for full context.
What this evidence does not show yet
Only one independent item so far. One voice is a signal, not evidence of recurrence — treat this as a lead to investigate, not a validated need.
To reach Corroborated we still need:
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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.