Ice Cream Shop
Icicles San Mateo
The public record of what AI assistants say about this business — the questions asked, the answers given, the omissions.
Free, no card. You get your fix list: every problem we found on this entry, the written steps to fix each one yourself, and how long each takes.
Strong is 80 or better. Under 40 is weak. Half of ice cream shops in the registry score 26–41.
Verified August 6, 2026
What AI says about Icicles.1
We ask the assistants the questions customers actually ask, and record what comes back — quoted verbatim, dated, with the capture kept as evidence.
ChatGPT
Not named
Asked “best ice cream shop in San Mateo”
ChatGPT answered with other businesses. Icicles San Mateo was not mentioned.
Checked August 6, 2026
Gemini
Not named
Asked “best ice cream shop in San Mateo”
Gemini answered with other businesses. Icicles San Mateo was not mentioned.
Checked August 6, 2026
Named by 0 of 2 assistants as of August 6, 2026.
Reputation
What they’re known for.2
Drawn from live Google search results — the searches this business surfaces for when people look nearby. What its customers say is a separate read, below.
Icicles San Mateo is best known for its rolled ice cream and hand-crafted flavors, making it a popular destination for dessert lovers looking for a fun and tasty experience.
What people keep saying.3
Every review this business has, read and distilled — the mood, the consistent praise, and the recurring complaints.
Icicles San Mateo offers a unique rolled ice cream experience, where customers can watch their dessert being made on a cold plate. However, many reviewers express frustration with long wait times and inconsistent quality, particularly with fresh fruit toppings. The atmosphere is described as lacking, with some noting cleanliness issues.
Consistently praised
Recurring complaints
The bottom line: Icicles San Mateo is known for its unique rolled ice cream but struggles with service efficiency and quality control.
The score, explained
Why 26.4
Eight signals make up the AI Score. Weight is how much a signal counts; the score is how this entry measures on it. The same method for every business — never for sale.
60% of ice cream shops in the registry outrank you — when AI is asked who to recommend, you're rarely the name it gives.
Scanned August 6, 2026
What’s holding this entry back: retrieval grounding and ai visibility — the signals dragging the score below where the rest of the record sits.
Read the full methodologyStanding
Where the entry ranks.
The facts
Today (Fri) · 5:30 – 10:30 PM
- Monday5:30 – 9:30 PM
- Tuesday5:30 – 9:30 PM
- Wednesday5:30 – 9:30 PM
- Thursday5:30 – 9:30 PM
- Friday5:30 – 10:30 PM
- Saturday12:30 – 10:30 PM
- Sunday12:30 – 9:30 PM
Spot something wrong in this entry?
Questions
About Icicles San Mateo.
Does the restaurant take reservations?
The restaurant does not take reservations.
What are the hours of operation for the restaurant?
The restaurant is open Monday to Thursday from 5:30 PM to 9:30 PM, Friday from 5:30 PM to 10:30 PM, and Saturday and Sunday from 12:30 PM to 9:30 PM.
What is the restaurant known for?
The restaurant is known for its delicious ice cream and unique icicle creations, which many customers have praised.
Is there parking available at the restaurant?
The restaurant does not specify parking availability, so customers may need to check for street parking or nearby lots.
Are there any special features or offerings at the restaurant?
The restaurant offers a variety of ice cream flavors and toppings, but it has received mixed reviews regarding the quality of some ingredients.
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What AI says about you today
The answer ChatGPT and Perplexity give when someone asks for the best in your category and city. Named, or left out.
Your fix list
Every problem we found, one row at a time, each with the written steps to do it yourself and an honest estimate of how long it takes. Tick them off as you go.
Correct the details AI reads
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