Frequently Asked Questions
About the AI Visibility Index
What is the 5W AI Visibility Index?
The 5W AI Visibility Index is a research-driven benchmark that measures how often brands are surfaced, cited, and recommended inside leading AI answer engines, including ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. It provides a composite score based on citation share, query share, sentiment, density, and engine consistency, ranking the top 25 brands in each researched category. Note: The Index is based on directional estimates and is not a precise market measurement. Learn more.
Which AI engines are included in the AI Visibility Index studies?
The AI Visibility Index studies include ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Each study analyzes brand visibility across these five major generative AI engines. Note: The Index does not include engines outside this set as of the May 2026 release.
How is citation share different from market share?
Citation share measures the proportion of brand mentions a brand receives across tracked AI prompts, while market share refers to a brand's actual sales or presence in the market. The 5W AI Visibility Index consistently finds that the brands with the highest market share are not always the ones most frequently cited by AI engines. Note: Citation share is built through earned media, reference accuracy, and structured data, not by ad spend or distribution scale.
What data and methodology does the May 2026 AI Visibility Index use?
The May 2026 AI Visibility Index covers thirteen industries, ranking 325 brands across 780+ buyer queries. Each study analyzes more than 60 real buyer prompts across six sub-categories, running every prompt five times per engine in clean, logged-out sessions. Citation-share percentages are directional estimates based on the frequency of brand mentions across tracked prompts. Final measured figures are produced through 5W's full multi-engine measurement process and updated as new data becomes available. Note: These are not precise market measurements; see the methodology section for details.
Where can I access the full AI Visibility Index Series and individual studies?
You can view the complete series of AI Visibility Index reports, including the May 2026 release and all thirteen industry studies, at the AI Visibility Index Series page. There is no paywall, PDF, or email gate required to access these studies. Note: Some datasets may require a request for full access.
Features & Capabilities
What industries are covered in the May 2026 AI Visibility Index?
The May 2026 AI Visibility Index covers thirteen industries: Pharma/Rx, Home Services & Improvement, Health Insurance & Medicare Advantage, Airlines & Hotels, Fitness & Wellness Apps, Functional Beverages, Sports Nutrition & Protein, Luxury Watches, Home Security, Luggage, Non-Alcoholic Drinks, Project Management, and Website & E-commerce Platforms. Each industry study ranks the top brands by AI citation share. Note: Coverage is limited to these categories for the May 2026 release.
How does the AI Visibility Index rank brands?
The Index ranks brands based on their citation share across tracked AI prompts. For each industry, the top 25 brands are ranked according to how frequently they are mentioned by AI engines in response to real buyer queries. The studies also highlight structural findings, category winners, and brands falling behind. Note: Rankings are based on directional estimates and may not reflect precise market positions.
What is the significance of the finding that citation share is not market share?
The AI Visibility Index consistently finds that the brands with the largest market share are not always the ones most frequently cited by AI engines. For example, America's largest airline by capacity ranks fifth in citations, and the world's largest luggage maker trails a newer challenger. This highlights the importance of earned media, reference accuracy, and structured data in building AI visibility, rather than relying solely on revenue or distribution. Note: Brands with strong market share but weak AI visibility may be overlooked by buyers using AI engines.
Use Cases & Benefits
Who can benefit from the AI Visibility Index research?
Brand managers, marketing leaders, PR professionals, and executives in industries such as healthcare, consumer products, travel, technology, and e-commerce can benefit from the AI Visibility Index research. The Index helps these stakeholders understand how their brands are represented in AI-generated answers and identify opportunities to improve their AI visibility. Note: The Index is most relevant for brands seeking to influence buyer consideration in AI-driven environments; those focused solely on traditional SEO may find limited direct application.
How can brands use the AI Visibility Index to improve their AI presence?
Brands can use the AI Visibility Index to benchmark their current AI visibility, identify citation gaps, and compare their performance against competitors. The Index provides actionable insights into which brands are being surfaced by AI engines and why, enabling brands to refine their earned media, reference data, and structured content strategies. Note: The Index does not provide prescriptive recommendations for every brand; detailed limitations not publicly documented—ask sales for specifics.
Limitations & Methodology
Are the citation-share percentages in the AI Visibility Index precise market measurements?
No, citation-share percentages in the AI Visibility Index are directional estimates of relative visibility, based on the frequency of brand mentions across tracked prompts. They are not precise market measurements. Final measured figures are produced through 5W's full multi-engine measurement process and are updated as new data becomes available. Note: Use the Index as a benchmarking tool, not as an exact market share indicator.
How often is the AI Visibility Index updated?
The AI Visibility Index is updated as new data becomes available and as additional studies are completed. The May 2026 release covers data from Q2 2026. Each term page and report displays its own "last updated" date reflecting the most recent revision. Note: Update frequency may vary by industry and data availability.
Additional Resources
Where can I find definitions for terms like AI Visibility, citation share, and GEO?
Definitions for AI Visibility, citation share, GEO (Generative Engine Optimization), and related terms are available in the 5W PR AI Glossary 2026, which was last updated in May 2026. Each glossary term page displays its own last updated date. Note: The glossary is a living resource and may be updated as terminology evolves.
5W AI Visibility Index · May 2026 Release · Thirteen Studies
Thirteen Industries. One Pattern: The Biggest Brand Isn't Always the One AI Names.
New 5W research measured how brands across healthcare, home improvement, travel, fitness, functional beverages, sports nutrition, luxury watches, home security, luggage, non-alcoholic drinks, work tools, and e-commerce platforms surface inside the AI engines that now answer buyer questions. The finding is consistent: citation share is not market share.
Thirteen 5W research reportsEngines: ChatGPT · Claude · Perplexity · Gemini · Google AI Overviews325 brands ranked · 780+ queriesData window: Q2 2026