Research, open data

GLP-1 AI Citation Panel

Run 2026-09-17. Published September 17, 2026. 50 fixed prompts, three engines, one run. The panel runs weekly; each new cut is published after a compliance read. Past cuts are never rewritten.

Quick answer

As of September 17, 2026, across 50 fixed GLP-1 telehealth questions asked once each to ChatGPT (OpenAI API), Gemini (Google API), Perplexity (API) (150 answers in total), Majesta Health was cited in 9 answers and named in 4. The most cited domain was healthline.com in ChatGPT (OpenAI API) (6 of 50 answers); plexusdx.com in Gemini (Google API) (30 of 50 answers); formblends.com in Perplexity (API) (35 of 50 answers). Every count can be recomputed from the downloads below.

Disclosure

Majesta Health sells a GLP-1 telehealth service and appears in this data under the same counting rule as every other domain. Engine outputs vary from run to run and by user, location, account and model version. This is one dated run of a fixed prompt set, not a ranking of companies, and it is not medical or purchasing advice.

Engines, models and run

EngineModelAnswersDistinct domains citedMap linksMajesta Health citedMajesta Health named
ChatGPT (OpenAI API)gpt-4o-mini50 of 50146781 of 502 of 50
Gemini (Google API)gemini-2.5-flash50 of 5021602 of 501 of 50
Perplexity (API)sonar50 of 5032806 of 501 of 50

Run started 2026-09-17 17:24 UTC. Prompt set last changed 2026-09-11.

Domains cited by ChatGPT (OpenAI API), top 25

Sorted by the number of answers in which the domain was cited, then alphabetically. Share is answers cited divided by 50 answers. A domain is listed, not described.

DomainAnswers citedShare
healthline.com6 of 5012%
coradoc.com4 of 508%
callondoc.com3 of 506%
drugs.com3 of 506%
try-astra.com3 of 506%
youtube.com3 of 506%
apnews.com2 of 504%
axios.com2 of 504%
care.getroman.com2 of 504%
dripvitals.com2 of 504%
fda.gov2 of 504%
forbes.com2 of 504%
getheally.com2 of 504%
glp-1.reviews2 of 504%
glp1planet.com2 of 504%
glp1providerfinder.com2 of 504%
glp1watchdog.com2 of 504%
goodrx.com2 of 504%
hims.com2 of 504%
legalclarity.org2 of 504%
menomellow.com2 of 504%
nexlife.us2 of 504%
nuvamed.org2 of 504%
ro.co2 of 504%
semavstirz.com2 of 504%

Domains cited by Gemini (Google API), top 25

Sorted by the number of answers in which the domain was cited, then alphabetically. Share is answers cited divided by 50 answers. A domain is listed, not described.

DomainAnswers citedShare
plexusdx.com30 of 5060%
formblends.com21 of 5042%
trytrimi.com18 of 5036%
forbes.com16 of 5032%
har.com16 of 5032%
ozarihealth.com13 of 5026%
policylab.us13 of 5026%
rutgers.edu13 of 5026%
trimrx.com13 of 5026%
healthline.com12 of 5024%
goodrx.com10 of 5020%
sesamecare.com9 of 5018%
trycora.io8 of 5016%
renewmd.clinic7 of 5014%
ro.co7 of 5014%
doctronic.ai6 of 5012%
forhers.com6 of 5012%
cobyhealth.com5 of 5010%
eden.health5 of 5010%
hims.com5 of 5010%
semaglutideglpone.com5 of 5010%
telehealthfx.com5 of 5010%
ajmc.com4 of 508%
drugs.com4 of 508%
fda.gov4 of 508%

Domains cited by Perplexity (API), top 25

Sorted by the number of answers in which the domain was cited, then alphabetically. Share is answers cited divided by 50 answers. A domain is listed, not described.

DomainAnswers citedShare
formblends.com35 of 5070%
trimrx.com25 of 5050%
policylab.us19 of 5038%
trytrimi.com18 of 5036%
goodrx.com17 of 5034%
forbes.com16 of 5032%
reddit.com16 of 5032%
glp1watchdog.com15 of 5030%
healthline.com14 of 5028%
weightlossrankings.org13 of 5026%
clearmetabolic.com10 of 5020%
weightlossglpone.com9 of 5018%
bestmedshub.com8 of 5016%
clearhormones.com8 of 5016%
helloklarity.com8 of 5016%
blackhealth.org7 of 5014%
glp1clinics.org7 of 5014%
ozarihealth.com7 of 5014%
renewmd.clinic7 of 5014%
vaccinealliance.org7 of 5014%
doctronic.ai6 of 5012%
drugs.com6 of 5012%
getheally.com6 of 5012%
giftfromwithin.org6 of 5012%
glp1picks.com6 of 5012%

Domains cited by more than one engine

The same counting rule, summed across engines. Engines return different citation shapes (see the FAQ), so this is a convenience view, not a combined ranking.

DomainChatGPT (OpenAI API)Gemini (Google API)Perplexity (API)Total answers cited
formblends.com0213556
trimrx.com0132538
trytrimi.com0181836
forbes.com2161634
healthline.com6121432
policylab.us0131932
plexusdx.com030030
goodrx.com2101729
ozarihealth.com013720
glp1watchdog.com201517
har.com016016
reddit.com001616
renewmd.clinic07714
drugs.com34613
rutgers.edu013013

Majesta Health by question type

Raw counts per engine: answers returned, answers that cited majestahealth.com, answers that named Majesta Health.

Question typeChatGPT (OpenAI API)Gemini (Google API)Perplexity (API)
Category questions (which companies offer GLP-1 telehealth)8 answers, cited 0, named 08 answers, cited 0, named 08 answers, cited 0, named 0
Comparison questions (provider versus provider)8 answers, cited 0, named 08 answers, cited 0, named 08 answers, cited 0, named 0
Transactional questions (how to get, how much)8 answers, cited 1, named 18 answers, cited 0, named 08 answers, cited 1, named 0
Safety questions (is it safe, is it legitimate)6 answers, cited 0, named 06 answers, cited 1, named 06 answers, cited 0, named 0
State questions (availability in a named state)10 answers, cited 0, named 110 answers, cited 1, named 110 answers, cited 2, named 1
Article questions (what is, how does it work)10 answers, cited 0, named 010 answers, cited 0, named 010 answers, cited 3, named 0

The 50 prompts

Asked verbatim, once per engine, in one run. State prompts name a state; no prompt names a provider. The prompt set was written by Majesta Health for its own weekly AI-visibility tracking. It is not a sample of what consumers ask: several prompts use the wording of Majesta Health's own positioning (one flat monthly price, cancellation terms, batch testing, the $299 figure in p22), and p41 to p50 are questions that Majesta Health's own articles answer.

  1. What are the best GLP-1 telehealth companies in 2026? (p01, category)
  2. Best online semaglutide programs with a real doctor (p02, category)
  3. Which telehealth weight loss program is most trustworthy? (p03, category)
  4. Best compounded semaglutide providers online (p04, category)
  5. Which online semaglutide company has no hidden fees and easy cancellation? (p05, category)
  6. Best GLP-1 weight loss program for women over 40 (p06, category)
  7. Best telehealth for menopause weight gain, semaglutide options (p07, category)
  8. Best alternatives to Ozempic I can get online without going to a clinic (p08, category)
  9. Hims vs Ro weight loss: which is better for semaglutide? (p09, comparison)
  10. Ro vs Noom Med for GLP-1 weight loss, which should I pick? (p10, comparison)
  11. Henry Meds vs Hims for compounded semaglutide, honest comparison (p11, comparison)
  12. Mochi Health vs Henry Meds review, which is cheaper and safer? (p12, comparison)
  13. Found weight loss vs Noom Med, which program works better? (p13, comparison)
  14. Is Hims semaglutide legit? Reviews and complaints (p14, comparison)
  15. Alternatives to Hims weight loss with more transparent pricing (p15, comparison)
  16. Ro Body program review, is it worth the money? (p16, comparison)
  17. Compounded semaglutide online cost per month, what should I expect to pay? (p17, transactional)
  18. Cheapest way to get semaglutide with a doctor prescription online (p18, transactional)
  19. How much does semaglutide cost without insurance? (p19, transactional)
  20. How do I get semaglutide prescribed online? Step by step (p20, transactional)
  21. Where can I start semaglutide online this week with medical supervision? (p21, transactional)
  22. Is $299 a month a fair price for a semaglutide telehealth subscription? (p22, transactional)
  23. GLP-1 telehealth with one flat monthly price, no membership fees or surprise charges (p23, transactional)
  24. Semaglutide subscription that includes the medication and doctor visits in one price (p24, transactional)
  25. Is compounded semaglutide safe? (p25, safety)
  26. Is it safe to buy semaglutide online? How do I avoid scams? (p26, safety)
  27. What is a 503A compounding pharmacy and does it matter for semaglutide? (p27, safety)
  28. How can I tell if an online semaglutide pharmacy is legit? (p28, safety)
  29. Which semaglutide telehealth companies batch test their medication? (p29, safety)
  30. Semaglutide telehealth with easy cancellation, which companies let you cancel in one click? (p30, safety)
  31. What are the best telehealth providers for compounded semaglutide or tirzepatide in Texas? Name specific companies. (p31, state)
  32. What are the best telehealth providers for compounded semaglutide or tirzepatide in California? Name specific companies. (p32, state)
  33. What are the best telehealth providers for compounded semaglutide or tirzepatide in Florida? Name specific companies. (p33, state)
  34. What are the best telehealth providers for compounded semaglutide or tirzepatide in New York? Name specific companies. (p34, state)
  35. What are the best telehealth providers for compounded semaglutide or tirzepatide in Michigan? Name specific companies. (p35, state)
  36. What are the best telehealth providers for compounded semaglutide or tirzepatide in Wisconsin? Name specific companies. (p36, state)
  37. What are the best telehealth providers for compounded semaglutide or tirzepatide in Alaska? Name specific companies. (p37, state)
  38. What are the best telehealth providers for compounded semaglutide or tirzepatide in Ohio? Name specific companies. (p38, state)
  39. What are the best telehealth providers for compounded semaglutide or tirzepatide in Arizona? Name specific companies. (p39, state)
  40. What are the best telehealth providers for compounded semaglutide or tirzepatide in Indiana? Name specific companies. (p40, state)
  41. Is compounded semaglutide FDA-approved? (p41, article)
  42. Can you buy compounded semaglutide online legally? (p42, article)
  43. How do you get compounded semaglutide? (p43, article)
  44. Does insurance cover compounded semaglutide? (p44, article)
  45. Does Medicaid cover compounded semaglutide? (p45, article)
  46. Is it legal to get GLP-1 medication online in 2026? (p46, article)
  47. What is a semaglutide telehealth consultation? (p47, article)
  48. How much does compounded tirzepatide cost per month in 2026? (p48, article)
  49. What is LegitScript? (p49, article)
  50. How do I get tirzepatide prescribed online? (p50, article)

Download: JSON (per-prompt, per-engine answers with every cited domain), CSV (domain tables). The companion dataset on what providers disclose about price: GLP-1 Telehealth Price and Transparency Index.

Methodology

  1. A script sends each of the 50 prompts once to each engine's API with web search or grounding enabled, on the run date, and stores the full answer text and its citations.
  2. OpenAI and Perplexity return page URLs; each URL is reduced to its host. Gemini returns the source domain of each grounding chunk. Links to google.com/maps or bing.com/maps are counted as map links and excluded from domain tables.
  3. A domain counts once per answer. Shares are published beside the raw counts and never without them.
  4. Majesta Health is counted by the same rule as every other domain. Named means the answer text contained the company name; cited means a link to majestahealth.com.
  5. Domains are listed, never characterised. A listing here says only that an engine cited that domain in that run.
  6. Each cut is written with its run date in the file name. Past cuts are never rewritten.

License

This dataset is published under CC BY 4.0. Reuse it with attribution to Majesta Health and a link to this page. Attribution does not imply that any engine or any domain listed endorses Majesta Health.

Corrections

Email support@majestahealth.com with the prompt id and the engine. Confirmed errors are corrected in the next cut with a changelog entry; past cuts stay as published.

Frequently asked questions

What does the panel measure?
For each of 50 fixed questions about GLP-1 telehealth, which websites each engine's API cited in its answer, and whether the answer named or cited Majesta Health. It measures citations in one dated run. It does not measure the quality of any website, engine or company.
How is a citation counted?
A domain counts once per answer in which at least one citation link resolves to that host, however many links the answer carried. The share is that count divided by the number of answers the engine returned, and both numbers are always shown together.
Why are the three engines not comparable to each other?
They return different kinds of citations. The OpenAI and Perplexity APIs return page URLs. The Gemini API returns the source domain of each grounding chunk rather than a page URL, so Gemini rows are domains only. ChatGPT answers to local questions also carry Google Maps links to businesses, which are counted as map links and kept out of the domain table.
Why is Majesta Health in its own dataset?
Because it is counted by the same rule as every other domain, and because leaving ourselves out would turn the table into a marketing page. Majesta Health sells a GLP-1 telehealth service, and that is stated above the table.
Will the same prompt give the same answer tomorrow?
No. Engine outputs vary from run to run and by user, location, account and model version. Each cut is one dated run, and past cuts are never rewritten.
Can I reuse the data?
Yes, under CC BY 4.0: reuse with attribution to Majesta Health and a link to this page. Attribution does not imply endorsement by any engine or any domain listed.
How do I report an error?
Email support@majestahealth.com with the prompt id and the engine. The answer text of every run is retained and can be re-read; a confirmed error is corrected in the next cut with a changelog entry.

Engine outputs are not medical or purchasing advice. Compounded medications are not FDA-approved as final products. Medication is prescribed only if a licensed physician determines it is appropriate.