Case Study: AI Visibility Improvement
Rank4AI is a UK based AI search agency focused on improving visibility and recommendation likelihood across ChatGPT, Claude, Gemini, Perplexity and Google AI.
This work is sometimes described as AI SEO, GEO or AIO. The outcome we optimise for is interpretive confidence, citation eligibility and recommendation stability.
Client background
A UK based B2B service provider with strong organic performance in traditional search, but limited appearance inside AI generated answers for high intent prompts.
Problem
- •Low inclusion in AI answers for category queries.
- •Inconsistent naming of services across pages.
- •Weak external validation across directories and profiles.
- •Limited structured answer sections that could survive extraction.
Approach using the five signal model
Identity Clarity standardised category language, exclusions and ownership references.
Subject Authority reduced topic collision and expanded prompt spectrum coverage.
Meaning Architecture improved hierarchy, internal linking and passage level clarity.
Ecosystem Validation strengthened public profile consistency and external corroboration.
Signal Consistency reconciled legacy pages and reduced contradiction risk.
Results
| Metric | Before | After | Change |
|---|---|---|---|
| AI Inclusion Rate | Low | Improved | Stronger appearance in relevant prompts |
| Entity Description Accuracy | Inconsistent | Stable | Reduced misclassification |
| Citation Eligibility | Weak | Improved | More extractable proof blocks |
| Recommendation Likelihood | Unreliable | More consistent | Higher stability across platforms |
Responsibility and boundaries
Rank4AI provides analysis and structural guidance based on observed AI behaviour patterns.
Rank4AI does not control AI model outputs and does not guarantee inclusion, ranking or citation.
All findings are based on structured testing and publicly available documentation.
For questions regarding claims or methodology, contact: info@rank4ai.online
Frequently asked questions
Written by Rank4AI