Opportunity ledger / Dossier O-2971

Corroborated▼ FadingOPPORTUNITY DOSSIER · O-2971

Opportunity dossier O-2971

Recurring need documented in 3 independent public source items.

First seen 2026-08-16 · Last updated 2026-10-01 · Recalculated daily

4.6
Evidence confidence, not a return forecast
3
Independent source items, deduplicated by post
1
Public source families
0
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 alternativesNo existing alternative is named in the qualifying evidence yet.
TopicsGoogle Search Console
Collected sample dates · 12 weeks
07-1308-1009-0709-28

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 · 3 items in the full chain
Pain★★★★☆First-hand pain

Post title: Clicks from Google drop to almost 0 on August 3rd

Pages are still in the index, only the average pos…

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

Reddit2026-09-03View source ↗
Pain★★★☆☆First-hand pain

Post title: Drop in clicks while impressions grow. AI overview impact or something else?

About 3 weeks ago I noticed a drop in traffic. Cli…

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

Reddit2026-08-16View source ↗
★★★★☆
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What this evidence does not show yet

To reach Payment-backed we still need:

  • 2 more independent post(s) — we have 3
  • a first-hand payment statement — either someone naming what they already pay, or 2 more statement(s) with a specific amount they would pay (we have 0)
  • renewed mentions — the recent trend is below the promotion bar

No first-hand payment statement is on record here, so this page carries no pricing suggestion. A price with no payment evidence behind it is a guess wearing a number.

Follow how this opportunity evolves

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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.