Local AI Registry

The registry · Palo Alto, CA

The best ice cream shops in Palo Alto.

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

© Mapbox © OpenStreetMap

The read

6 ice cream shops in Palo Alto are scored on the same eight signals — retrieval, off-property mentions, AI visibility, reviews, and technical health. Salt & Straw leads the field with an AI Score of 67; 1 of the 6 are cited by at least one AI assistant.

The named

Who's winning, and why.

  1. 1

    Cited by

    • ChatGPT
    • Gemini
    • Perplexity
    Retrieval grounding
    75
    Off-property attestation
    40
    AI visibility
    100
    Reviews & response
    84
    Backlink & citation authority
    73
    Google Business Profile
    90
    Speed & mobile
    44
    Content freshness & schema
    63
  2. 2
    46/100

    Cited by

    • ChatGPT
    • Gemini
    • Perplexity
    Retrieval grounding
    70
    Off-property attestation
    40
    AI visibility
    0
    Reviews & response
    77
    Backlink & citation authority
    55
    Google Business Profile
    90
    Speed & mobile
    60
    Content freshness & schema
    54
  3. 3

    Cited by

    • ChatGPT
    • Gemini
    • Perplexity
    Retrieval grounding
    25
    Off-property attestation
    40
    AI visibility
    0
    Reviews & response
    80
    Backlink & citation authority
    56
    Google Business Profile
    90
    Speed & mobile
    13
    Content freshness & schema
    54

The record

Ranks 4–6.

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.