Public Evidence Lab / Dossier O-2057
Collected sample: 17 independent content items across 2 source families. Known publication dates: 2026-07-09 — 2026-10-28.
First seen 2026-07-09 · Last updated 2026-11-05 · 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: HELP - Spending $800k/mo on meta.... can't crack tiktok
Currently spending $800-1.2M/month on meta - I kno…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Bid caps and cost caps
My target CPA is $35, and I’m currently averaging …
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Post Scale Performance Drop
Every time I scale to $300 budget or more, the per…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Meta clinging on to one ad
This is consistent across every single campaign of…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: In your experience, can every business be scaled up? (via meta ads*)
Whenever I increase the budget things break. It do…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Any time I increase budget results tank
I have never been able to scale my ads because eve…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Facebook messing with traffic...
Lately when i'm trying to scale, it's just don't g…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Mass daily duplication + Hourly surf scaling
Ive been doing a bit too much research into how to…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: E-commerce Meta Ads Need Testing and Scaling Advice
we cannot turn this into a predictable, scalable M…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Meta Ads Purchase Volume Died Over the Past Two Weeks
We were spending $60/day and getting a 3-5x ROAS o…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: What's the best structure for a mobile app (installs objective) ?
At around $500/day , I don’t have too much trouble…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Conversion and scale
I increased my meta ad spend recebtly by a few buc…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Did I cook myself with impatience and greed?
So I go, okay, let's go. And bumped to $50/day. ZE…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Roas Decrease
Start from 500 per day from June, and give good re…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Meta Ads performance completely collapsed after increasing budget — what could be causing this?
I'm trying to understand why the campaign went fro…
The public layer keeps only a minimal excerpt. Open the source for full context.
What this evidence does not show yet
This dossier already carries first-hand payment evidence. What it still cannot tell you: market size, how reachable these people are, or what it costs to acquire them.
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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.