Opportunity dossier O-3903

Recurring need documented in 2 independent public source items.

First seen 2026-08-24 · Last updated 2026-10-08 · Recalculated daily

13.2

Evidence confidence, not a return forecast

Independent source items, deduplicated by post

Public source families

Payment evidence: current spend or explicit intent

ProblemThe source-linked evidence below documents the recurring problem.

People affectedPeople represented in the linked public discussions.

Named alternativesMeta, Meta Ads

Collected sample dates · 12 weeks

07-2008-1709-1410-05

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.

Representative evidence

2 public excerpts · 2 items in the full chain

Payment intent★★★☆☆Current spend

Post title: Burning money on Meta ads for my small jewellery brand, not a single sale — what am I doing wrong?

I am running purchase ads for 700-1000 INR on dail…

The public layer keeps only a minimal excerpt. Open the source for full context.

Reddit2026-08-29View source ↗

Product complaint★★★★☆First-hand pain

Post title: POLL: New ad sets should start w/ enough budget to hit 50 purchases a week VS starting lower and only increasing if they're performing

What I've noticed personally is that Meta doesn't …

The public layer keeps only a minimal excerpt. Open the source for full context.

Reddit2026-08-24View source ↗

What this evidence does not show yet

To reach Corroborated we still need:

1 more independent post(s) — we have 2
the same need restated in another source family, or by 3 different authors

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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.