Opportunity ledger / Dossier O-0757
Recurring need documented in 6 independent public source items.
First seen 2026-07-22 · Last updated 2026-09-05 · Recalculated daily
This dossier's trend factor is 0.5, capped at 2.0.
Post title: Over $1,000/month on Shopify apps... is this normal?
At this point, I'm spending well over $1,000/month…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Any cheaper Shopify alternatives?
Between the plan itself, apps for basic stuff that…
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.