Opportunity ledger / Dossier O-3116
Recurring need documented in 5 independent public source items.
First seen 2026-08-17 · Last updated 2026-10-03 · 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: How long do plateaus last?
I’m spending about $3,800 each month, which gets m…
The public layer keeps only a minimal excerpt. Open the source for full context.
Post title: Is $8k a month fair for "AI SEO" when nobody can show a single citation moved?
My company added an "AI Visibility" line to our SE…
The public layer keeps only a minimal excerpt. Open the source for full context.
Unlock all 5 evidence items — free
Leave your email to unlock the full evidence chain — every qualifying item, quote and source link — for every dossier in this browser. That is the whole reward: no export, no file, no report. Free, and the weekly digest stays opt-in below.
✓ Unlocked — reloading…
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.