Local AI Registry

The registry · Houston, TX

The best eye care centers in Houston.

Ranked by one method — the same checks for every business. Never sold, never sponsored.

© Mapbox © OpenStreetMap

The read

7 eye care centers in Houston are scored on the same eight signals — retrieval, off-property mentions, AI visibility, reviews, and technical health. Mann Eye Institute - Houston Office leads the field with an AI Score of 67; 5 of the 7 are cited by at least one AI assistant.

The named

Who's winning, and why.

  1. 1

    Cited by

    • ChatGPT
    • Gemini
    • Perplexity
    Retrieval grounding
    70
    Off-property attestation
    42
    AI visibility
    100
    Reviews & response
    96
    Backlink & citation authority
    61
    Google Business Profile
    90
    Speed & mobile
    48
    Content freshness & schema
    61
  2. 2
    54/100

    Cited by

    • ChatGPT
    • Gemini
    • Perplexity
    Retrieval grounding
    50
    Off-property attestation
    41
    AI visibility
    33
    Reviews & response
    94
    Backlink & citation authority
    62
    Google Business Profile
    90
    Speed & mobile
    70
    Content freshness & schema
    66
  3. 3

    Cited by

    • ChatGPT
    • Gemini
    • Perplexity
    Retrieval grounding
    35
    Off-property attestation
    41
    AI visibility
    33
    Reviews & response
    98
    Backlink & citation authority
    57
    Google Business Profile
    90
    Speed & mobile
    73
    Content freshness & schema
    60

The record

Ranks 4–7.

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.

  1. S1Retrieval grounding26%
  2. S2Off-property attestation20%
  3. S3AI visibility14%
  4. S4Reviews & response12%
  5. S5Backlink & citation authority8%
  6. S6Google Business Profile8%
  7. S7Speed & mobile7%
  8. S8Content freshness & schema5%

Your turn

Run the same audit on yourself.

Free, thirty seconds. See how you score against this leaderboard.