Case Studies

Real audits, real numbers. What moved citations and conversions, and what didn't.

How to Stop NAP and Entity Drift Across the Web with a Consensus‑Layer Pattern

A consensus‑layer pattern can freeze NAP and entity signals, reducing drift and improving AI‑driven search consistency.

Sep 10, 2026 · 4 min

How does the CRO9 refinement loop diagnose a citation collapse?

The CRO9 refinement loop reveals why citations drop and how to restore stability.

Sep 4, 2026 · 4 min

How to Fix NAP and Entity Drift Across the Web with a Consensus‑Layer Pattern

A consensus‑layer pattern eliminates NAP and entity drift by aligning every web touchpoint to a single source of truth.

Aug 29, 2026 · 5 min

How to Fix NAP and Entity Drift Across the Web with a Consensus‑Layer Pattern

CRO9’s consensus‑layer pattern aligns NAP and entity data across the web, reducing drift and improving AI citation stability.

Aug 23, 2026 · 4 min

Fix NAP Drift

Fixing NAP drift is crucial for local SEO, as it affects ~84% of AI citations from third-party sources.

Aug 14, 2026 · 8 min

Missing AI Citations

A multi-site technical audit reveals key patterns and insights about missing AI citations, including the importance of informational-intent queries and third-party sources

Aug 8, 2026 · 8 min

Fix NAP Drift

Fixing NAP and entity drift is crucial for accurate AI citations and improved online visibility.

Aug 2, 2026 · 8 min

Fix NAP Drift

Fixing NAP and entity drift is crucial for maintaining a consistent online presence and improving AI citations.

Jul 27, 2026 · 10 min

Answer-First Restructuring

Answer-first restructuring can significantly impact citation share by prioritizing key information

Jul 20, 2026 · 8 min

Diagnose Citation Collapse

Diagnose citation collapse with the CRO9 refinement loop to improve AI citation accuracy and overall search ranking.

Jul 5, 2026 · 8 min

Diagnose Citation Collapse

Diagnose citation collapse with the CRO9 refinement loop to improve AI citation visibility and credibility.

May 8, 2026 · 10 min

AI Citation Gaps

A multi-site technical audit can reveal significant gaps in AI citations, impacting search engine rankings and user experience.

Mar 8, 2026 · 8 min

Answer-First Restructuring

Answer-first restructuring significantly changes citation share by prioritizing informational-intent queries and self-contained sections

Jan 19, 2026 · 8 min