Original research · 2026-07 edition

AI SEO Statistics: Dermatologist (2026-07 edition)

15 questions · 45 AI responses · 3 models · measured 2026-07-04

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The question bank

The questions we tested — sampled from real buyer journeys in dermatologist.

Each model answered every question once, same wording, same day. These are the prompts behind every percentage on this page.

I have a mole that's changed color recently, should I go to urgent care or wait for a dermatologist appointment?
What is the average out-of-pocket cost for a full-body skin cancer screening in a major city?
Is it better to see a dermatologist or a med spa for professional chemical peels?
My teenager has severe back acne that won't go away with drugstore washes, is it time for a specialist?
What questions should I ask during a consultation to see if a dermatologist is experienced with skin of color?
How can I tell if a dermatologist is board-certified and why does that matter for my biopsy?
Are there any specific red flags I should look for in online reviews for a cosmetic dermatology clinic?
Does insurance typically cover the removal of skin tags if they are getting caught on my clothes?
Show all 15 questions
I've been using retinol for six months with no results for my fine lines, what's the next level of treatment a doctor would suggest?
Can a dermatologist help with hair loss, or do I need a different kind of doctor?
How do I choose between a general dermatologist and one that specializes in Mohs surgery?
I need a dermatologist who can see me this week for a painful cyst, what’s the best way to find a last-minute opening?
What is the difference in results between a prescription-strength cream from a doctor and high-end department store skincare?
Are virtual dermatology visits actually effective for diagnosing a suspicious rash or do they need to see it in person?
If I want to start a preventative anti-aging routine, is it worth paying for a professional consultation or should I just follow social media advice?

Model by model

17-point average divergence: which AI you ask changes the answer.

The divergence index is the average gap between the most and least likely model per behavior. Higher = the models disagree more about dermatologist buyers.

Behavior rates across 15 dermatologist buyer questions, 2026-07 edition. Last column: average across models.
ChatGPTClaudeGeminiConsensus
Recommends hiring a professional87%87%73%67%
Suggests DIY first13%0%0%87%
Names specific providers0%7%7%93%
Gives price or cost info7%13%7%93%
Tells to check reviews7%7%13%80%
Tells to verify credentials40%27%20%73%
Mentions case studies / portfolio20%7%0%80%
Mentions local proximity13%13%7%93%
Gives selection criteria53%40%40%60%
Warns about red flags27%20%7%67%
Asks a clarifying question87%60%0%7%
Recommends multiple quotes13%7%0%87%

Methodology

A controlled snapshot, documented end to end.

15 standardized buyer questions per industry, one response per model per question (ChatGPT (gpt-5-mini), Claude (claude-sonnet-5), Gemini (gemini-3-flash-preview)), collected 2026-07-04, coded against a fixed 12-behavior rubric with human QA. AI outputs vary with model version, location and time — figures describe this sample and window, and are refreshed each edition. Read the full methodology →