Opportunity ledger / Dossier O-0024
Recurring need documented in 2 independent public source items.
First seen 2026-07-08 · Last updated 2026-07-16 · Recalculated daily
Trend factor ×0.5, capped at 2.0.
Post title: At my wits' end. Pulling my hair out over production, mixing, and mastering while low-effort AI content farm channels get millions of views overnight.
How do you keep the motivation to actually produce… Source excerpt
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: At my wits' end. Pulling my hair out over production, mixing, and mastering while low-effort AI content farm channels get millions of views overnight.
我的平均播放量是多少？100。可能运气好的话200。那些频道100%未经编辑，直接是开箱即用的AI生… Chinese research excerpt
Use the source link for the original-language context.
The public layer keeps only a minimal excerpt. Open the source for full context.
Follow the full evidence chain
Traceable items · inspectable scoring · warming and payment alerts
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.
“Evidence-backed” means the problem appears real, recurring and connected to spending. It does not mean the business is worth building. Read the full methodology.