Orange County · Med spas · Weekly
OC Med Spa AI Mentions
Whether API models name a med spa for real Irvine and Newport Beach buyer prompts. Measurement first. No invented rankings.
How we measure
- Prompt set
oc-medspa-v0, subset A+B for Irvine / Newport Beach (about 15 prompts). - Adapters:
perplexity-sonar,gemini,openai— labeled as API, not consumer apps. - Mention Rate is named ÷ eligible prompts. Family A (category + city) is weighted 2×. City columns are unweighted counts for Irvine vs Newport prompts.
- A business appears in the table only if it is listed in the private directory and was scored from stored poll text.
- If the directory is empty, we may show observed name candidates — not rates, not a ranking.
- Raw model logs stay private. We do not fabricate mention rates.
Scoreboard
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Free, general advice
Same checklist for every OC med spa in this MVP — not personalized “surgery.” These practices can improve the odds of being citable. They do not guarantee an AI will name you.
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Be findable and consistent
Claim Google Business Profile. Keep NAP (name, address, phone) identical on your site, GBP, and directories.
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Let AI crawlers in
Do not block Googlebot, OAI-SearchBot, or PerplexityBot in robots.txt or the CDN/WAF. Prefer fast HTML.
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Answer the way buyers ask
Service pages that open with a direct 40–60 word answer, real FAQs, lists and tables where they help.
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Earn third-party trust
Reviews on major platforms, consistent directory presence, accurate credentials on key pages.
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Measure
Re-check this scoreboard weekly. If the rate stays flat after basic hygiene, fix entity consistency before adding more pages.
Claim your listing
Owners can request a private baseline on the Irvine / Newport prompt subset. No paid placement. No guaranteed mentions.
Claims coming soon.