Public Evidence Lab / Dossier O-15588
Recurring need documented in 3 independent public source items.
First seen 2026-11-03 · Last updated 2026-11-04 · Recalculated daily
These observations describe collected samples, not platform-wide prevalence; they cannot establish whether a problem is widespread or accelerating. Collection scope changed on 09-16 and 09-27; monthly counts must not be read as trends.
Post title: I’ve tried over and over, but still can’t get my first sale
So far, I’ve spent over $100 on ads, tested variou…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: X · @liamni4 · 2117856569459200268
Under our source rights matrix this source is published as metadata and a link only — no quoted text. Open the source to read it.
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: How? Automotive Business doing 20M+/year failing meta ads
In the last month, we have spent $2500 and resulte…
The public layer keeps only a minimal excerpt. Open the source for full context.
What this evidence does not show yet
To reach Payment-backed we still need:
Follow how this opportunity evolves
Every item traceable · free · we email you only when this market actually changes
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.