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Archive

Category: Case Studies

Case studies provide the clearest insight into how modern search systems behave in real environments.

These documented examples examine visibility collapse, structural weaknesses, diagnostic processes, and recovery implementation across complex websites.

By analyzing real-world failures and recovery outcomes, these case studies reveal how search systems evaluate authority, trust, and structural integrity at scale.

They offer practical insight into the mechanisms behind both visibility loss and successful recovery.

All Search Architecture Frameworks Category @ Srna SEO Diagnostics & Recovery Strategy & Leadership Case Studies AI Visibility Research Research Blueprint
AI dark funnel
Case Studies
The AI Dark Funnel: Why Your Traffic Numbers Are Actively Misleading You

The AI Dark Funnel The AI dark funnel is the portion of your buyer’s journey that now unfolds inside AI systems –…

May 4, 2026 · 15 min read Read →
AI Visibility in Industrial Manufacturing
AI Visibility Research
AI Visibility in Industrial Manufacturing: What the Data Reveals About the World’s Largest Industrial Organizations

AI Visibility in Industrial Manufacturing Definition AI Visibility is the degree to which your brand, content, and entity are surfaced, referenced,…

May 1, 2026 · 18 min read Read →
AI visibility analysis commercial banks
AI Visibility Research
AI Visibility: Why Large Banks are Invisible to AI Search (Case Study)

The Problem Is Not What Banks Think It Is When I ran an AI visibility analysis across 10 of the…

Apr 24, 2026 · 14 min read Read →
AI Visibility in Life & Health Insurance
AI Visibility Research
AI Visibility in Life & Health Insurance: What the Data Actually Reveals About Global Market Leaders

AI Visibility Definition AI Visibility is the degree to which your brand, content, and entity are surfaced, referenced, or reused by…

Apr 17, 2026 · 17 min read Read →
SEO case study showing website rebuild achieving global page-1 rankings in 40 days with rising analytics graph and world map rankings
Case Studies
How I Rebuilt My Website From Zero and Achieved Global Page‑1 Rankings in 40 Days: A Diagnostic Case Study in Authority Engineering

Authority Engineering Definition Authority Engineering is the discipline of intentionally designing, structuring, and reinforcing the signals that establish an organization’s expertise, credibility,…

Apr 8, 2026 · 25 min read Read →
Google is no longer the only door into organic discovery
Case Studies
AI Traffic vs Google: Why Google Is No Longer the Only Door Into Organic Discovery

AI Traffic vs Google Definition AI Traffic vs Google describes the structural shift where AI systems, multi‑engine ecosystems, and vertical discovery…

Apr 5, 2026 · 11 min read Read →
Multilingual Cannibalization Case Study
Case Studies
When Blind Translation Kills Your Global SEO: A Multilingual Cannibalization Case Study

Multilingual SEO cannibalization Definition Multilingual SEO cannibalization occurs when multiple language versions of a website compete for the same queries, intents, or…

Mar 21, 2026 · 23 min read Read →
When High Quality Content Isn't Enough
Case Studies
B2B SEO Case Study: Indexation Collapse and Recovery from Algorithmic Suppression

Indexation Collapse and Recovery Definition B2B SEO Indexation Collapse & Recovery refers to the diagnostic and structural process of identifying why…

Feb 27, 2026 · 11 min read Read →
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