Opportunity ledger / Dossier O-0170
AI subscribers feel monthly fees outpace actual value, leaving them stuck on pricey plans with no straightforward way to compare alternatives.
First seen 2026-07-12 · Last updated 2026-08-29 · Recalculated daily
Trend factor ×0.5, capped at 2.0.
Post title: it still cannot be used as a primary tool
DeepSeek V4 Flash can be used almost limitlessly f…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Why no additional Lumo usage on Proton Ultimate plan?
As I understand it, it doesn't give you anything t…
The public layer keeps only a minimal excerpt. Open the source for full context.
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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.