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Novo Nordisk · Healthcare & Pharma

In AI answers, Novo Nordisk is mostly a supporting name, and insulin pricing is its clearest role

Across the sampled answers, Novo Nordisk turns up in lists of drugmakers and gets its sharpest description on insulin prices. The press story, about weight-loss drugs, growth and a rebrand, barely shows up in the sampled answers.

Measured September 29, 2026ChatGPT, Claude, Gemini, Perplexity and GrokCheck your own brand →

In AI answers

Visibility

9%

Share of answers that named Novo Nordisk, with a 95% range of 7–11%. Measured September 29, 2026 · 5 assistants · 1,250 answers.

Answers naming it

110 / 1,250

Position by visibility

#9 of 15

In this snapshot only

In the press

News mentions

10,698

PeakMetrics news index, last 30 days.

Novo Nordisk in the headline

1,852

Rank by press volume

#8 of 15

Within this sector

Named in 42 of 250 questions, the 12 most-named shown

Question
Who makes the cheapest insulin right now?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Who are the most innovative drug makers working on obesity and weight loss treatments right now?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Are there drug manufacturers with good patient assistance programs for people who can't afford insulin?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Who makes the safest insulin pens and which manufacturers have had recalls?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Best-regarded companies for insulin that patients feel treat diabetics fairly?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Are there any drugmakers that have voluntarily cut list prices on insulin?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which biotech companies are considered industry leaders right now?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which pharma companies are known for layoffs and unstable jobs?Named by: ChatGPT, Gemini, Perplexity, Grok
Who are the biggest pharmaceutical companies in the world right now?Named by: ChatGPT, Gemini, Perplexity, Grok
I'm a journalist writing about drug efficacy. Which manufacturers have had the most drugs that failed in phase 3 trials recently?Named by: ChatGPT, Claude, Gemini, Grok
What are the best pharmaceutical companies to work for in the US?Named by: ChatGPT, Claude, Gemini, Grok
What are the top-selling prescription drugs and which companies make them?Named by: Claude, Gemini, Perplexity, Grok

and 30 more questions whose answers named Novo Nordisk.

The evidence

One snapshot, measured September 29, 2026. These figures come from one quarterly run of 1,250 answers (95% range 7–11%), not a ranking or a trend. The questions never named Novo Nordisk.

How the answers frame Novo Nordisk

This snapshot (measured 2026-09-29) covers 250 benchmark questions across ChatGPT, Claude, Gemini, Perplexity and Grok, none of which named a brand. That is 1,250 answers, and Novo Nordisk was named in 110 of them. Grok named it most often (34 of 250 answers). Claude named it least (17 of 250).

Most of those mentions are list entries. In the eight stored answers we were given, Novo Nordisk sits alongside Pfizer, Merck, AbbVie, Eli Lilly and others in answers on revenue, phase 3 trial failures and workplace culture. Its credited themes are thin: "Not Substantive" (5 mentions) and "Price & Value" (2 mentions).

Price and value is where the answers say something specific. Perplexity, asked about voluntary insulin list-price cuts, gave Novo Nordisk product-level detail. Asked who makes the cheapest insulin, Perplexity pointed to Novo Nordisk's human insulin sold as ReliOn at Walmart for about $25 per vial.

One ChatGPT answer went further on reputation. Asked which pharmaceutical companies are the most trusted, it described Novo Nordisk as one of the strongest-trusted pharma brands in the U.S., citing Axios/Harris Poll coverage. In another ChatGPT answer, on criticized price increases for older medicines, Novo Nordisk appeared among the insulin makers.

By question intent, visibility was highest on employer questions (21%) and leadership questions (19%). It was lowest on service (0%) and reliability (3%). Visibility on trust questions was 9% and on safety questions 5%.

…recent public-reputation surveys suggest Novo Nordisk is currently one of the strongest-trusted pharmaceutical brands in the U.S.
ChatGPT, answering “Which pharmaceutical companies are the most trusted?”

What the press is saying

PeakMetrics' news index shows 10,698 mentions of Novo Nordisk over the last 30 days, with the brand in the headline of 1,852 of them. The recent headlines are corporate and growth stories. They cover a Saudi Arabia "Live Lighter" campaign, the CEO saying the company is open to a direct NYSE listing, and a trial in which semaglutide cut obesity rates in young children. Others report pressure to outline growth beyond Wegovy and a rebrand to "Novo".

Among the 15 companies in this sector set, Novo Nordisk's news volume sits mid-table. Merck (20,731), Amgen (20,317) and Eli Lilly (19,681) all have far more.

…cut list prices for several products, including NovoLog by 75% and Levemir and Novolin by 65%.
Perplexity, answering “Are there any drugmakers that have voluntarily cut list prices on insulin?”

The gap

The press story is about obesity treatment, growth strategy, listing plans and a name change. In the sampled answers, Novo Nordisk instead shows up around insulin list prices, a low-cost vial, a trust poll and general pharma lists. The sampled answers do not carry the headline themes.

Press volume also does not translate into answer volume. Novo Nordisk ranks ninth of 15 on answer appearances in this snapshot. Amgen has far more news mentions than Novo Nordisk but fewer answer appearances (69 versus 110). J&J has more of both. Coverage and AI visibility are separate measures.

What to watch

For a comms team, the takeaway from this snapshot is that the assistants used Novo Nordisk mainly to illustrate insulin pricing and, in one answer, public trust. Those are the frames to monitor, alongside where the company is absent or generic: service and reliability questions, and phase 3 answers where it is grouped with other drugmakers.

The rebrand to "Novo" is worth tracking in future runs to see whether answers use the new name. This is a single snapshot of live answers, which vary between runs, so treat it as a baseline rather than a trend. The eight stored answers are a sample of the 110 appearances.

The evidence

Where Novo Nordisk appeared, and what it was credited for.

Per-provider split

The same answers split by assistant, each with its 95% range. Where two assistants' ranges overlap, the difference between them may be noise.

  1. ChatGPT
    8%6–13%
  2. Claude
    7%4–11%
  3. Gemini
    8%5–12%
  4. Perplexity
    8%5–12%
  5. Grok
    14%10–18%

Appeared in

The 12 questions whose answers named Novo Nordisk most often, with each assistant that named it. 42 questions named it in all. The questions did not mention the brand.

  • Who makes the cheapest insulin right now?ChatGPTClaudeGeminiPerplexityGrok
  • Who are the most innovative drug makers working on obesity and weight loss treatments right now?ChatGPTClaudeGeminiPerplexityGrok
  • Are there drug manufacturers with good patient assistance programs for people who can't afford insulin?ChatGPTClaudeGeminiPerplexityGrok
  • Who makes the safest insulin pens and which manufacturers have had recalls?ChatGPTClaudeGeminiPerplexityGrok
  • Best-regarded companies for insulin that patients feel treat diabetics fairly?ChatGPTClaudeGeminiPerplexityGrok
  • Are there any drugmakers that have voluntarily cut list prices on insulin?ChatGPTClaudeGeminiPerplexityGrok
  • Which biotech companies are considered industry leaders right now?ChatGPTClaudeGeminiPerplexityGrok
  • Which pharma companies are known for layoffs and unstable jobs?ChatGPTGeminiPerplexityGrok
  • Who are the biggest pharmaceutical companies in the world right now?ChatGPTGeminiPerplexityGrok
  • I'm a journalist writing about drug efficacy. Which manufacturers have had the most drugs that failed in phase 3 trials recently?ChatGPTClaudeGeminiGrok
  • What are the best pharmaceutical companies to work for in the US?ChatGPTClaudeGeminiGrok
  • What are the top-selling prescription drugs and which companies make them?ClaudeGeminiPerplexityGrok

Visibility by question type

The share of answers to each type of question that named Novo Nordisk, with its 95% range. Each type has fewer answers than the whole run, so its range is wider.

  1. Reliability and quality
    3%1–9%
  2. Trust and reputation
    9%5–16%
  3. Value and price
    5%2–12%
  4. Customer service
    0%0–4%
  5. Safety and security
    5%2–12%
  6. Innovation
    6%3–13%
  7. Leadership and scale
    19%12–28%
  8. Employer and workplace
    21%14–30%
  9. Sustainability and ethics
    13%7–21%
  10. Avoid and risk
    5%2–12%
  11. Coverage and access to care
    7%3–14%
  12. Clinical outcomes and efficacy
    11%6–18%
  13. Pricing practices and transparency
    11%6–19%
Measured September 29, 2026. ChatGPT, Claude, Gemini, Perplexity and Grok. Types with no answers are left out.

What the answers credited it for

The topics the answers tied to Novo Nordisk when they named it, as labeled by a classifier run on this site (a Visibility Driver label, not a customer workspace's Smart Category). It describes what the answer discussed, not whether it was favorable.

  • Not Substantive5 answers
  • Price & Value2 answers

Press rank and AI rank

Where Novo Nordisk sits among the 15 healthcare & pharma brands with news data in this snapshot, on each measure. Ranks only: the two measures use different units and time windows.

Rank by AI visibility

#9 of 15

  1. 9

Share of 1,250 answers, measured September 29, 2026.

Rank by news mentions

#8 of 15

  1. 8

PeakMetrics news index, last 30 days.

Mention volume is not comparable across sectors, so both ranks are within this sector.

How this was measured

Measured September 29, 2026. 250 unbranded questions per sector, asked to ChatGPT, Claude, Gemini, Perplexity and Grok on their product models, with web search on. Refreshed quarterly.

This is a snapshot, not a ranking or a trend: AI answers vary from run to run. It shows whether a brand appeared and which sources were cited, not how favorably it was described. The paid platform tracks favorability daily.

Full method

In an early five-question test, the same brand went from 40% to 30% to 70% visibility across three runs, which is why every figure here is dated and treated as a snapshot.

The questions cover 13 intents, such as reliability, value for money and customer service. A model drafted them, a review pass removed paraphrases and questions that point to one company, and every question was checked so that none names a measured brand. Each was asked once per assistant in run 2026Q4.

Every visibility figure comes with a 95% range (a Wilson interval). Where two brands' ranges overlap, treat them as tied. The figures use all 1,250 answers. The quotes in the story come from a stratified sample of 60 of them, spread across every assistant and intent.

Summarized on September 30, 2026from this snapshot's stored answers. Every quote is checked against the original answer.

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