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.

Last scored
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Prompt set
Engines (API)
Poll status
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.

  1. Be findable and consistent

    Claim Google Business Profile. Keep NAP (name, address, phone) identical on your site, GBP, and directories.

  2. Let AI crawlers in

    Do not block Googlebot, OAI-SearchBot, or PerplexityBot in robots.txt or the CDN/WAF. Prefer fast HTML.

  3. Answer the way buyers ask

    Service pages that open with a direct 40–60 word answer, real FAQs, lists and tables where they help.

  4. Earn third-party trust

    Reviews on major platforms, consistent directory presence, accurate credentials on key pages.

  5. 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.