Published method
Public AI Visibility · In-house SEO/AEO Lead prompt volatility
Ranks reviewed prompts by changed leaders and absolute movement between comparable cross-day snapshots.
- Version
- 1-parent-0445b5122b42e8cd
- Published
- Jul 30, 2026
- Live boards
- 1
- Method ID
- ai-search-visibility-persona-in-house-seo-aeo-lead-prompt-volatility
Where the facts come from
See the associated board evidence.
How the order is produced
100 * winner_changed + 0.5 * absolute_consensus_change + 0.5 * absolute_disagreement_change
When the method reruns
- daily
Live board coverage
Boards using this version
Only live, quality-gated boards appear. Each board opens on the exact published table and evidence path.
| Board | Primary measure | Rows | Confidence | Freshness | Board version | Cadence | Evidence |
|---|---|---|---|---|---|---|---|
| AI Visibility · In-house SEO/AEO Lead Prompt Volatilityai-search-visibility-persona-in-house-seo-aeo-lead-prompt-volatility | public-prompt-volatility-index | 12 | 100% | current | 1-parent-0445b5122b42e8cd | daily | Open board → |
Versioned contract
Complete measurement ledger
These fields are stored with the methodology version. A changed contract must publish a new version before comparable movement can resume.
Formula
100 * winner_changed + 0.5 * absolute_consensus_change + 0.5 * absolute_disagreement_change
Comparison Boundary
prior cross-day snapshot
Same Day Reruns Excluded
Yes
Same Methodology Required
Yes
Parent Methodology Version
4-ai-search-visibility-persona-in-house-seo-aeo-c71e85a400a97619
Parent Prompt Methodology Slug
ai-search-visibility-persona-in-house-seo-aeo-lead-prompt-insights