Local AI Registry

Coffee Shop

Peet's Coffee

The public record of what AI assistants say about this business — the questions asked, the answers given, the omissions.

255 E 3rd Ave

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25/100
Needs attention

Strong is 80 or better. Under 40 is weak. Half of coffee shops in San Mateo score 24–35.

Verified August 6, 2026

See where you rank

Peet's Coffee — San Mateo, California
Peet's Coffee · 255 E 3rd Ave

What AI says about Peet's.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 coffee shop in San Mateo

ChatGPT answered with other businesses. Peet's Coffee was not mentioned.

Checked August 6, 2026

Gemini

Not named

Asked best coffee shop in San Mateo

Gemini answered with other businesses. Peet's Coffee 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.

Peet's Coffee is best known for its exceptional selection of Mighty Leaf teas and its diverse Pete Menu, which includes standout items like Peaberry coffee and Ube Matcha. While the coffee quality is praised, service inconsistencies have been noted.

Mighty Leaf Teas
Pete Menu
Mighty Leaf Tea
Peaberry Coffee
Dark Roast vs Light Roast

What people keep saying.3

Every review this business has, read and distilled — the mood, the consistent praise, and the recurring complaints.

Customers describe a mix of experiences at Peet's Coffee in San Mateo, with some praising the quality of coffee and service, while others report significant issues with cleanliness and staff responsiveness. The atmosphere can feel chaotic, particularly during busy times, leading to long waits and unhelpful interactions.

Consistently praised

Best baristas
Consistently good coffee
Delicious oat cold brew

Recurring complaints

Long waits for drinks
Staff unhelpful or rude
Cafe cleanliness concerns

The bottom line: While some customers enjoy the coffee and friendly baristas, many report frustrating service and cleanliness issues that detract from the experience.

Peet's Coffee — San Mateo, California
Peet's Coffee · 255 E 3rd Ave

The score, explained

Why 25.4

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.

62% of coffee shops in San Mateo outrank you — when AI is asked who to recommend, you're rarely the name it gives.

Scanned August 6, 2026

SignalScore /100
Retrieval groundingWhether you appear in the ranked results AI retrieves and cites — AI-Overview citations, organic top-10 for your money queries, and the Bing index ChatGPT leans on.
0
Off-property attestationVolume and consistency of what others say about you — YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.
41
AI visibilityWhether ChatGPT, Gemini, Perplexity, and AI Overviews name you — and for the right service.
0
Reviews & responseNot just star average — volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.
77
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
65
Google Business ProfileRequired and recommended fields; update cadence. The listing AI pulls from first.
90
Speed & mobileCore Web Vitals at the 75th percentile, on a real phone.
26
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
61

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 methodology

Standing

Where the entry ranks.

Peet's Coffee — San Mateo, California
Peet's Coffee · 255 E 3rd Ave

The facts

Address255 E 3rd Ave, San Mateo, CA 94401, USA
Hours
Today (Fri) · 5:00 AM – 7:00 PM
  • Monday5:00 AM – 7:00 PM
  • Tuesday5:00 AM – 7:00 PM
  • Wednesday5:00 AM – 7:00 PM
  • Thursday5:00 AM – 7:00 PM
  • Friday5:00 AM – 7:00 PM
  • Saturday5:30 AM – 7:00 PM
  • Sunday5:30 AM – 7:00 PM
Websitepeets.com
Price$

Typically busiest — Tuesday

8a12p4p8p
Map of the area around Peet's Coffee
Open in Google Maps ↗© Mapbox © OpenStreetMap

Spot something wrong in this entry?

Questions

About Peet's Coffee.

Does the restaurant take reservations?

The restaurant does not take reservations.

What are the restaurant's hours?

The restaurant is open Monday to Friday from 5:00 AM to 7:00 PM, and Saturday and Sunday from 5:30 AM to 7:00 PM.

What is the restaurant known for?

The restaurant is known for its consistently good coffee and friendly baristas.

Is there parking available at the restaurant?

The restaurant does not provide specific information about parking availability.

Does the restaurant offer any special features?

The restaurant does not offer online ordering or any special features beyond its coffee and pastries.

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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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