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5W. Research
AI Visibility Index Series · Published May 2026

Patients Are Asking Chatbots About Their Prescriptions

The drugmakers competing for a $5.6 trillion global medicine market are now being researched inside the chatbox. New 5W research ranks the 25 pharmaceutical companies by how often the AI engines name them.

A 5W research reportEngines: ChatGPT · Claude · Perplexity · Gemini · Google AI Overviews60+ queries · 25 companiesData window: Q2 2026
The Headlines
01
Merck makes the world's top-selling drug. AI talks about Lilly.
Keytruda leads global drug sales — but oncology drugs are not the ones patients self-research.
02
Ozempic and Mounjaro turned two companies into household names.
GLP-1 drugs pulled Eli Lilly and Novo Nordisk to the top of the consumer-citation surface.
03
Revenue rank and citation rank are not the same list.
The companies AI names most are not the companies that earn the most.
~12.5%
Estimated AI citation share held by Eli Lilly — the most-cited drugmaker
$5.6T
Estimated size of the global pharmaceutical industry
~$70B
Combined 2025 sales of Ozempic, Wegovy, Mounjaro, and Zepbound
$1T
Market-cap milestone Eli Lilly briefly crossed — the first healthcare company to do so
Figure 1 · The Ranking

Who AI names first.

TOP 15 DRUGMAKERS BY EST. CITATION SHARE · Q2 2026
01Eli LillyMetabolic & GLP-112.5%
02Novo NordiskMetabolic & GLP-111.5%
03PfizerDiversified / vaccines8.5%
04Johnson & JohnsonDiversified7.0%
05MerckOncology6.0%
06AbbVieImmunology & inflammation5.0%
07AstraZenecaOncology & specialty4.0%
08ModernaVaccines & mRNA3.5%
09AmgenBiologics & specialty3.0%
10NovartisSpecialty & gene therapy2.6%
11Bristol Myers SquibbOncology & cardiovascular2.3%
12GSKVaccines & respiratory2.0%
13SanofiImmunology & vaccines1.8%
14Gilead SciencesAntivirals & oncology1.5%
15RocheOncology & diagnostics1.3%

Source: 5W analysis of AI-generated responses across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews, Q2 2026. Share represents the estimated proportion of company citations across 60+ tracked patient and consumer prompts spanning metabolic, oncology, immunology, vaccine, and specialty categories. Remaining ~27.5% split across ranks 16–25 and unranked companies.

The Central Finding

Revenue rank does not predict citation rank.

Pharma is a $5.6 trillion global industry, and by conventional measures its leaders are Merck — maker of Keytruda, the best-selling drug in the world — alongside Pfizer, Johnson & Johnson, and AbbVie. Those are the companies at the top of the revenue tables.

They are not the companies at the top of the AI answer. The 5W AI Visibility Index finds that Eli Lilly and Novo Nordisk lead the consumer-citation surface — because their drugs are the ones patients actually research. Ozempic, Wegovy, Mounjaro, and Zepbound generated roughly $70 billion in combined 2025 sales and, more importantly, became household names. When a consumer asks ChatGPT or Google's AI Overviews about weight loss, diabetes, or "Ozempic vs Wegovy," the company names that surface are Lilly and Novo.

Keytruda outsells every drug on earth, but oncology medicines are prescribed, not shopped — patients do not type Keytruda into a chatbot the way they type Ozempic. That is the decoupling: consumer AI citation share is driven by the drugs people self-research, not the drugs that earn the most. In a category where patients increasingly research their prescriptions before they research their doctor, the company AI names is the company shaping the conversation.

— 5W Research, May 2026
"Merck makes the best-selling drug in the world. Most patients have never typed its name into a chatbot. Eli Lilly and Novo Nordisk built something more valuable than the top seller — they built the drugs people actually ask AI about. Ozempic and Mounjaro turned two companies into household names inside the answer engines, and the pharma giants ranked by revenue are not the ones ranked by citation. In a category where patients now research their prescriptions before they research their doctor, the company AI names is the company that shapes the conversation."
Ronn TorossianFounder & Chairman, 5W
Methodology

How we measured it.

5W analyzed more than 60 common patient and consumer prompts across six primary sub-categories of the pharmaceutical market, running each prompt five times per engine in clean sessions. We identified which companies AI models consistently surface, which sources feed those citations, and where the biggest gaps sit between revenue and AI visibility.

Metabolic & GLP-1

Eli Lilly, Novo Nordisk, and the diabetes/obesity drug makers.

Oncology

Merck, AstraZeneca, Bristol Myers Squibb, Roche, Pfizer oncology.

Immunology & inflammation

AbbVie, Sanofi, Amgen, and the autoimmune-drug makers.

Vaccines & antivirals

Pfizer, Moderna, GSK, Gilead Sciences.

Cardiovascular & specialty

Novartis, Bristol Myers Squibb, Bayer, specialty makers.

Generics & biosimilars

Teva, Viatris, Organon, and biosimilar producers.

Query types tracked. Real-world prompts including "which company makes Ozempic," "Ozempic vs Wegovy vs Mounjaro," "largest pharmaceutical companies," "who makes the COVID vaccine," "best company for diabetes drugs," "what company makes Humira," and 50+ variations covering company-identification, comparison, and category-leadership intent. Prompts were framed at the company and category level, not as treatment-selection queries.

Citation sources tracked. Business and health editorial (Reuters, Bloomberg, Fierce Pharma, STAT, Pharm Exec), reference sources (company filings, Wikipedia, Drugs.com), news coverage, and brand-owned corporate content.

Important framing — please read. This index measures AI citation share for corporate communications and marketing strategy purposes only. It is not medical advice. It does not rank drugs or companies on safety, efficacy, side effects, or value, and it does not recommend any treatment. Medication decisions must be made with a qualified physician or pharmacist. Nothing in this report should be used to choose, start, stop, or change a prescription.
The Full Ranking

The Top 25 pharmaceutical companies, ranked by AI citation share.

#CompanyCategoryAI VisibilityNotable
1Eli LillyMetabolic / GLP-1Category-dominantNYSE: LLY; Mounjaro and Zepbound; targeting ~$80B 2026 revenue; briefly the first healthcare company past a $1T market cap.
2Novo NordiskMetabolic / GLP-1Citation co-leaderNYSE: NVO; Ozempic and Wegovy; owns "weight loss drug" citations; holds the majority of the GLP-1 market.
3PfizerDiversified / vaccinesConsumer-recognition tierNYSE: PFE; ~$63B 2024 revenue; COVID-era vaccine and Paxlovid recognition keeps it high in consumer citations.
4Johnson & JohnsonDiversifiedDiversified-giant tierNYSE: JNJ; Innovative Medicine plus MedTech; broad name recognition even after the Kenvue consumer-health spin-off.
5MerckOncologyRevenue leader, #5 by citationNYSE: MRK; Keytruda is the world's best-selling drug — but oncology is prescribed, not shopped, so consumer citations trail revenue.
6AbbVieImmunology & inflammationDTC-driven tierNYSE: ABBV; Humira, Skyrizi, Rinvoq; heavy direct-to-consumer advertising lifts its citation share.
7AstraZenecaOncology & specialtySpecialty tierNASDAQ: AZN; fast-growing oncology and cardiometabolic portfolio; strong but specialist-led citation profile.
8ModernaVaccines & mRNAPandemic-recognition tierNASDAQ: MRNA; COVID-era name recognition keeps it cited in vaccine and mRNA queries above its revenue rank.
9AmgenBiologics & specialtyBiologics tierNASDAQ: AMGN; large biologics portfolio and a GLP-1 candidate in development; specialist-led citations.
10NovartisSpecialty & gene therapySpecialty tierNYSE: NVS; cell, gene, and specialty therapies; thinner consumer citation share.
11Bristol Myers SquibbOncology & cardiovascularSpecialty tierNYSE: BMY; Eliquis and an oncology franchise; cited mainly in condition-specific queries.
12GSKVaccines & respiratoryVaccine-maker tierNYSE: GSK; strong vaccine and respiratory portfolio; cited heavily in vaccine queries.
13SanofiImmunology & vaccinesImmunology tierNASDAQ: SNY; Dupixent (with Regeneron) anchors its citations; broad but specialist-led profile.
14Gilead SciencesAntivirals & oncologyAntiviral tierNASDAQ: GILD; HIV and antiviral leadership; Biktarvy anchors its citation share.
15RocheOncology & diagnosticsDiagnostics-led tierSwiss group; oncology and diagnostics leader; lower U.S. consumer citation share despite scale.
16BayerDiversifiedDiversified nichePharma plus consumer health and crop science; pharma citation share diluted by the conglomerate structure.
17RegeneronImmunology & specialtySpecialty nicheNASDAQ: REGN; Dupixent and Eylea; cited in condition-specific queries.
18Vertex PharmaceuticalsRare diseaseRare-disease nicheNASDAQ: VRTX; cystic fibrosis leadership; narrow but uncontested citation niche.
19Boehringer IngelheimDiversified / privatePrivate-company nichePrivately held; Jardiance partnership with Lilly; lower citation visibility as a private company.
20TevaGenerics & biosimilarsGenerics tierNYSE: TEVA; the largest generic-drug maker; cited in generics and affordability queries.
21BiogenNeuroscienceNeuroscience nicheNASDAQ: BIIB; neuroscience and Alzheimer's focus; cited in condition-specific queries.
22TakedaDiversified / specialtySpecialty nicheNYSE: TAK; Japanese group; rare disease and gastroenterology; modest U.S. consumer citation share.
23ViatrisGenerics & biosimilarsGenerics nicheNASDAQ: VTRS; generics and biosimilars; cited mainly in affordability and access queries.
24CSLPlasma & vaccinesPlasma nicheAustralian group; plasma therapies and vaccines; narrow specialist citation footprint.
25OrganonWomen's healthWomen's-health nicheNYSE: OGN; women's health spin-off from Merck; small but defined citation niche.
Winners

The companies winning the AI answer.

Eli Lilly — the GLP-1 Citation Engine

Mounjaro and Zepbound did more than drive revenue — they made Eli Lilly a household name inside the answer engines. When consumers research weight loss or diabetes, Lilly is the company AI surfaces, and that consumer-citation lead has no equal in the category.

Novo Nordisk — Ozempic as a Brand Halo

Ozempic became one of the most-searched drug names in the world, and Wegovy extended it into obesity. That recognition pulls Novo Nordisk's corporate name into a huge share of consumer health queries — visibility a traditional campaign could never buy.

Pfizer — the Pandemic Recognition Dividend

The COVID-19 vaccine made Pfizer one of the most recognized company names on earth. That recognition still compounds: Pfizer ranks third in citations, well above where its current revenue mix alone would place it.

AbbVie — Direct-to-Consumer as Citation Fuel

AbbVie's heavy direct-to-consumer advertising for Humira, Skyrizi, and Rinvoq put its drug names into wide public circulation — and that circulation feeds editorial coverage and citations the engines retrieve.

Falling Behind

The companies AI is leaving behind.

Oncology-Led Giants in Consumer Queries

Merck makes the best-selling drug in the world, yet ranks fifth in citations. Oncology medicines are prescribed by specialists, not researched by patients shopping — so the consumer-citation surface badly trails oncology revenue.

Diversified Conglomerates

Bayer and other conglomerates split their identity across pharma, consumer health, and unrelated businesses. That diffuse structure dilutes pharmaceutical citation share — the engines cannot attribute a clear category position.

Privately Held Drugmakers

Private companies generate less of the filings, investor coverage, and news flow that feed AI citations. Capable private drugmakers underindex relative to their actual scale.

Generics Cited Only on Price

Teva and Viatris are major manufacturers, but they surface mainly in affordability and access queries. AI answers about specific conditions route to branded innovators, leaving generics in a narrow citation lane.

Structural Findings

Six structural truths about AI visibility in pharma.

01

Revenue rank does not predict citation rank.

The highest-earning companies are not the most-cited. Consumer citation follows the drugs patients research, not the income statement.

02

A blockbuster drug pulls the company name with it.

Ozempic and Mounjaro made Novo and Lilly household names. The drug brand is the company's most powerful citation asset.

03

Self-researched conditions drive citations.

Weight, diabetes, and immunology — conditions patients actively research — generate citations. Specialist-prescribed categories generate far fewer.

04

Direct-to-consumer advertising compounds into citations.

DTC puts drug names into public circulation, which feeds the editorial coverage AI engines retrieve. The effect outlasts the ad spend.

05

Diffuse corporate structure dilutes citation share.

Conglomerates and private companies underindex. A clear, public, single-category identity earns the answer.

06

Patients now research before the appointment.

A growing share of patients arrive at the doctor having already read an AI answer. Corporate citation share is now upstream of the prescription conversation.

Findings Specific to 2026

Six 2026 dynamics reshaping pharma AI citations in real time.

01

GLP-1 is the category's center of gravity.

Combined GLP-1 sales near $70B and the news flow around them keep Lilly and Novo at the top of the consumer-citation surface.

02

Oral GLP-1 is a citation event in waiting.

As GLP-1 therapies move toward pills, a wave of coverage is likely to reshape metabolic-category citations again.

03

Patent cliffs are reshaping company narratives.

Looming losses of exclusivity on major drugs are shifting how AI answers describe the pipelines of affected companies.

04

Pricing and policy coverage is entering the answer.

Drug-pricing debate generates heavy news flow — and AI answers increasingly surface pricing context in company queries.

05

GLP-1 trials beyond obesity are widening citations.

Trials in sleep apnea, heart, and cognitive health are extending the metabolic leaders' citation surface into new conditions.

06

AI-driven drug discovery is a new corporate-citation lane.

Companies positioning around AI in R&D are beginning to earn citations in a query category that did not exist a year ago.

The Playbook

General tips for pharmaceutical communications teams.

  1. Audit corporate AI citation share quarterly. Pipeline news, trial readouts, and pricing coverage move the surface fast.
  2. Connect the drug brand to the company name. A blockbuster only builds corporate citation share if the AI-retrievable record links drug and maker clearly.
  3. Build authoritative corporate and disease-state content. Accurate, well-sourced corporate content feeds the engines a reliable record to cite.
  4. Earn the business and health editorial record. Reuters, Bloomberg, STAT, and Fierce Pharma feed pharma citations disproportionately.
  5. Keep reference sources accurate. Company filings, Drugs.com, and Wikipedia are heavily retrieved — errors there propagate into AI answers.
  6. Treat trial readouts and approvals as citation events. Major clinical milestones reshape company citations; publish substantive content around them.
  7. Engage pricing and access narratives directly. AI answers increasingly surface pricing context — address it in corporate content rather than ceding the framing.
  8. Consolidate a clear category identity. A defined therapeutic position out-cites a diffuse conglomerate profile.
  9. Maintain strict promotional and regulatory compliance. AI-visibility content must stay within pharmaceutical advertising and regulatory rules — never imply treatment guidance.
  10. Re-audit after every major launch, readout, or patent event. Each materially reshapes the citation surface.
The Bigger Picture

The prescription conversation now starts before the appointment.

For decades, pharmaceutical brand awareness was shaped by detailing to physicians and direct-to-consumer advertising. Today a growing share of patients arrive at the doctor's office having already asked ChatGPT, Claude, or Google's AI Overviews about their condition and their options. The citation surface has become upstream of the prescription itself.

The Index shows what that surface rewards: the drugs patients self-research, the company names a blockbuster drags into public consciousness, a clear category identity, and a deep, accurate editorial and reference record. It does not simply track revenue — Merck's best-in-world drug does not make Merck the best-cited company.

AI citation share is the scoreboard. In pharma, the company AI names is the company shaping how patients understand their options — and that visibility is built in the public record, not the revenue table.

Frequently Asked Questions

The Pharma / Rx AI Visibility Index 2026.

What is the Pharma / Rx AI Visibility Index 2026?
A research report by 5W that ranks the top 25 pharmaceutical companies by AI citation share across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews, based on 60+ patient and consumer prompts tracked in Q2 2026.
Which pharmaceutical company holds the highest AI citation share?
Eli Lilly, with an estimated 12.5% — driven by the consumer prominence of its GLP-1 drugs Mounjaro and Zepbound.
Does pharma revenue rank predict AI citation share?
No. Merck makes the world's best-selling drug and several companies out-earn Lilly, but Eli Lilly and Novo Nordisk lead the consumer-citation surface because their drugs are the ones patients ask AI about.
Is this index medical advice?
No. It measures AI citation share for communications strategy purposes only. It does not rank drugs or companies on safety, efficacy, or value, and it is not medical advice. Treatment decisions should be made with a qualified physician.
What is citation share?
The estimated proportion of company mentions a drugmaker receives across all tracked prompts and AI engines — the core metric used to rank companies in the Index.
What other industries has the AI Visibility Index Series covered?
Recent editions include Medical Aesthetics, U.S. Grocery Retail, Online Universities, Cybersecurity, the Pet Industry, and the AI Platform Citation Source Index.