Local AI Registry

Diner

Fred 62

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

1850 N Vermont Ave

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26/100
Poor

65 or better is good. 45 to 64 is fair. Under 45 is poor.

Verified September 1, 2026

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Fred 62 — Los Angeles, California
Fred 62 · 1850 N Vermont Ave

What AI says about Fred.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 diner in Los Angeles

ChatGPT answered with other businesses. Fred 62 was not mentioned.

Checked September 1, 2026

Perplexity

No answer

We have no answer from Perplexity to show.

Gemini

No answer

We have no answer from Gemini to show.

Named by 0 of 1 assistant as of September 1, 2026. We have no answer on record from 2 more.

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.

Fred 62 is best known for its classic diner experience in Los Feliz, offering a diverse menu with standout breakfast options and a nostalgic atmosphere.

Diner in Los Feliz
Restaurants at 62
Diner 62 Experience
62 Restaurant Vibes
Cafe 62 Delights

What people keep saying.3

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

Fred 62 offers a nostalgic diner experience with a retro atmosphere, but customer experiences vary widely. While some enjoy the quick service and tasty shakes, others report significant issues with food quality and service delays, leading to a frustrating dining experience.

Consistently praised

Best coffee shake ever
Fresh and tasty falafel
Excellent chicken enchiladas

Recurring complaints

Long waits for food
Inconsistent food quality
Rude or unresponsive service

The bottom line: Fred 62 is known for its nostalgic vibe and popular shakes, but suffers from inconsistent service and food quality.

Fred 62 — Los Angeles, California
Fred 62 · 1850 N Vermont Ave

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.

Higher than 44% of diners in the registry.

Scanned September 1, 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.
40
AI visibilityWhether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.
0
Reviews & responseThe star average is only one input. We also read volume, velocity, the specificity of review language, and response cadence. Specific reviews are what AI quotes verbatim.
80
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
59
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.
47
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
60

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
Fred 62 — Los Angeles, California
Fred 62 · 1850 N Vermont Ave

The facts

Address1850 N Vermont Ave, Los Angeles, CA 90027, USA
Hours
Today (Tue) · 7:30 AM – 1:00 AM
  • Monday7:30 AM – 1:00 AM
  • Tuesday7:30 AM – 1:00 AM
  • Wednesday7:30 AM – 1:00 AM
  • Thursday7:30 AM – 1:00 AM
  • Friday7:30 AM – 3:00 AM
  • Saturday7:30 AM – 3:00 AM
  • Sunday8:00 AM – 1:00 AM
Websitefred62.com
Price$$

Typically busiest — Saturday

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Map of the area around Fred 62
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About Fred 62.

Does Fred 62 accept reservations?

The restaurant does not accept reservations.

What are the hours of operation for Fred 62?

The restaurant is open Monday to Thursday from 7:30 AM to 1:00 AM, Friday and Saturday from 7:30 AM to 3:00 AM, and Sunday from 8:00 AM to 1:00 AM.

What is Fred 62 known for?

The restaurant is known for its delicious diner food, friendly service, and particularly popular coffee shakes made with real ice cream.

Is there parking available at Fred 62?

The restaurant does not provide specific information about parking availability; customers are advised to check for nearby parking options.

What special features does Fred 62 offer?

The restaurant features a cool retro vibe and is praised for its clean facilities and prompt service.

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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

Hours, phone, email, booking link, socials and photos. You change them, they publish to this entry as soon as you save. Name, description, category, website, services and address need a paid plan.

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