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.

Thirteen full studies — no paywall, no PDF, no email gate. Reported, sourced, and built to be cited.
5W. Research
AI Visibility Index Series · May 2026 Release
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
The Through-Line

Citation share is not market share.

Buyers no longer start in a search box. They start in a chatbox — asking ChatGPT, Claude, Perplexity, Gemini, and Google's AI Overviews what to buy, who to hire, which company to trust. The brand the engine names is the brand that enters the consideration set. The brand it skips never gets a chance.

5W built the AI Visibility Index to measure that surface category by category. This release covers thirteen published studies — and read together, they tell one story. The market leader is rarely the citation leader. America's largest airline by capacity ranks fifth in citations. The maker of the world's best-selling drug ranks fifth in its category. The hotel chain with the most U.S. properties barely registers. The world's largest luggage maker trails a newer challenger. In every category, the AI answer defaults to the brands with the deepest editorial record, the strongest consumer consensus, and the clearest owned position — not simply the brands with the most revenue, capacity, or distribution.

That is the opportunity. Capacity and market share are slow to move and expensive to buy. Citation share is built — in earned media, reference accuracy, and the structured, AI-retrievable record of who a brand is and what it leads. The studies below each rank a category, name the winners and the brands falling behind, and lay out the playbook. Start anywhere.

The Release · Thirteen Studies

The May 2026 AI Visibility Index drop.

01
Pharma / Rx
Patients Are Asking Chatbots About Their Prescriptions
Revenue rank does not predict citation rank. GLP-1 drugs pulled Eli Lilly and Novo Nordisk to the top of the answer — a surface the maker of the world's best-selling drug cannot buy.
1 Eli Lilly2 Novo Nordisk3 Pfizer
Read the index →
02
Home Services & Improvement
AI Already Decided Where You'll Buy Your Next Project
Two chains own more than 80% of U.S. home improvement retail — and AI concentrates the answer tighter still. "Where do I buy" and "who do I hire" are two separate citation surfaces.
1 Home Depot2 Lowe's3 Ace Hardware
Read the index →
03
Health Insurance & Medicare Advantage
AI Is Quietly Picking America's Medicare Plans
Open enrollment — the highest-intent search window in U.S. healthcare — moved into the chatbox. Most insurers built their reach on brokers and mailers AI cannot see.
1 UnitedHealthcare2 Humana3 Kaiser Permanente
Read the index →
04
Airlines & Hotels
America's Biggest Airline? AI Acts Like It Doesn't Exist
The largest U.S. carrier by capacity and the largest hotel chain by property count are not the brands the engines recommend. Scale is not citation share.
1 Delta2 Marriott3 Hilton
Read the index →
05
Fitness & Wellness Apps
AI Killed the 'Best Fitness App' — Here's Who Got the Pieces
Ask for the best fitness app and the engines won't name one. The category fragmented by behavior — and the apps that own a single problem win the citations.
1 Strava2 MyFitnessPal3 Peloton
Read the index →
06
Functional Beverages
The Benefit Owns the Beverage Query
Consumers ask for gut health, clean energy, electrolytes, and hydration. AI cites the brands that made those benefits retrievable.
1 Celsius2 Liquid Death3 Olipop
Read the index →
07
Sports Nutrition & Protein
Transparency Is Becoming a Protein Citation Asset
The default protein answer is not the clean-label answer. Qualification changes the winner, and disclosure gives smaller brands a citation lane.
1 Optimum Nutrition2 Transparent Labs3 Premier Protein
Read the index →
08
Luxury Watches
Rolex Owns the Default; Qualifiers Open the Rest
The unqualified luxury-watch answer is concentrated, but investment, value, heritage, and alternative queries create separate citation surfaces.
1 Rolex2 Omega3 Patek Philippe
Read the index →
09
Home Security
AI Recommends the Brands the Review Economy Built
ADT leads the legacy market, but AI routes unqualified home-security questions to DIY brands with dense review and comparison records.
1 Ring2 SimpliSafe3 ADT
Read the index →
10
Luggage
Samsonite Is the World's Biggest Luggage Maker. AI Recommends Away
The largest luggage company by revenue trails a newer DTC challenger because carry-on, design, and travel-review queries route to brands with clearer citation surfaces.
1 Away2 Samsonite3 Tumi
Read the index →
11
Non-Alcoholic Drinks
One Brand Owns Non-Alcoholic Beer. The Rest of the Bar Fragments
Athletic Brewing owns the NA beer answer while spirits, aperitifs, wine, and RTD mocktail queries split across separate category specialists.
1 Athletic Brewing2 Seedlip3 Ghia
Read the index →
12
Project Management
AI Won't Name the Best Project Management Tool. It Names the Best One for Your Team
Work-tool answers fragment by use case, with different brands winning cross-functional, engineering, all-in-one, small-team, and enterprise prompts.
1 Asana2 Monday.com3 Jira
Read the index →
13
Website & E-commerce Platforms
WordPress Runs 40% of the Web. AI Recommends Shopify
Market share does not control the recommendation surface: hosted commerce and site-builder brands lead high-intent platform prompts.
1 Shopify2 Squarespace3 Wix
Read the index →
"Across these industries the finding does not change. The brand that leads the market is not always the brand AI names first — and the brand AI names first is the one that wins the buyer. Citation share is the new scoreboard. It is not bought with ad budget or capacity. It is built — in earned media, in accurate reference data, in the structured record of who you are. Build it before your category's buyers finish their next search."
Ronn TorossianFounder & Chairman, 5W
How the Index Works

One method, multiple categories.

Each study analyzes more than 60 real buyer prompts across six sub-categories of its market, running every prompt five times per engine in clean, logged-out sessions across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Citation share is the estimated proportion of brand mentions a brand receives across all tracked prompts — the core ranking metric. Each study names the top 25 brands, the winners, the brands falling behind, the structural findings, and the playbook.

On the numbers. Citation-share percentages in this release are 5W directional estimates of relative visibility, based on frequency of brand mention across tracked prompts and stated as such in every study. They are not precise market measurements. Final measured figures are produced through 5W's full multi-engine measurement process and are swapped in on update.