The registry · Costa Mesa, CA
The best car detailing services in Costa Mesa.
Ranked by one method — the same checks for every business. Never sold, never sponsored.
© Mapbox © OpenStreetMap
The read
5 car detailing services in Costa Mesa are scored on the same eight signals — retrieval, off-property mentions, AI visibility, reviews, and technical health. Doctor Detail leads the field with an AI Score of 60; 4 of the 5 are cited by at least one AI assistant.
The named
Who's winning, and why.
- 160/100
Cited by
- ChatGPT
- Gemini
- Perplexity
- Retrieval grounding
- 100
- Off-property attestation
- 36
- AI visibility
- 33
- Reviews & response
- 72
- Backlink & citation authority
- 55
- Google Business Profile
- 90
- Speed & mobile
- 67
- Content freshness & schema
- 58
- 232/100
Cited by
- ChatGPT
- Gemini
- Perplexity
- Retrieval grounding
- 0
- Off-property attestation
- 41
- AI visibility
- 67
- Reviews & response
- 86
- Backlink & citation authority
- 50
- Google Business Profile
- 90
- Speed & mobile
- 15
- Content freshness & schema
- 54
- 331/100
Cited by
- ChatGPT
- Gemini
- Perplexity
- Retrieval grounding
- 0
- Off-property attestation
- 40
- AI visibility
- 33
- Reviews & response
- 78
- Backlink & citation authority
- 55
- Google Business Profile
- 90
- Speed & mobile
- 49
- Content freshness & schema
- 57
The record
Ranks 4–5.
- 4AIReply rate
16%
30/100↓1 - 5AIReply rate
0%
21/100→
How we ranked these
No pay-to-play. No sponsored spots. No kickbacks.
Every business is scored the same way, on the same eight signals. We don't take money to move rankings and we don't accept submissions. If you're on this list, the scoring pipeline put you there.
- S1Retrieval grounding26%
- S2Off-property attestation20%
- S3AI visibility14%
- S4Reviews & response12%
- S5Backlink & citation authority8%
- S6Google Business Profile8%
- S7Speed & mobile7%
- S8Content freshness & schema5%
Your turn
Run the same audit on yourself.
Free, thirty seconds. See how you score against this leaderboard.