Local AI Registry

American Restaurant

Mel's Drive-In Hollywood

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

1660 Highland Ave

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25/100
Poor

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

Verified September 1, 2026

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Mel's Drive-In Hollywood — Los Angeles, California
Mel's Drive-In Hollywood · 1660 Highland Ave

What AI says about Mel'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 american restaurant in Los Angeles

ChatGPT answered with other businesses. Mel's Drive-In Hollywood 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.

Mel's Drive-In is best known for its nostalgic diner experience and classic American fare, making it a go-to spot for both locals and tourists in Hollywood. While the ambiance is a highlight, service and food quality can be inconsistent.

Famous Diner in LA
American Graffiti Diner

What people keep saying.3

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

Mel's Drive-In Hollywood offers a nostalgic diner experience, complete with vintage decor and memorabilia. However, many customers report inconsistent service and food quality, leading to a frustrating dining atmosphere. While some enjoy the ambiance, others feel neglected and disappointed by their experiences.

Consistently praised

Mac and cheese
Blue plate specials
Strawberry milkshake

Recurring complaints

Slow service
Food served lukewarm
Inconsistent food quality
Rude staff interactions

The bottom line: Mel's Drive-In Hollywood is known for its nostalgic vibe but struggles with service and food consistency, making it a hit-or-miss dining option.

Mel's Drive-In Hollywood — Los Angeles, California
Mel's Drive-In Hollywood · 1660 Highland 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.

71% of american restaurants in the registry score higher.

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.
41
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.
77
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
61
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.
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
80

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
Mel's Drive-In Hollywood — Los Angeles, California
Mel's Drive-In Hollywood · 1660 Highland Ave

The facts

Address1660 Highland Ave, Los Angeles, CA 90028, USA
Hours
Today (Tue) · 7:00 AM – 11:00 PM
  • Monday7:00 AM – 11:00 PM
  • Tuesday7:00 AM – 11:00 PM
  • Wednesday7:00 AM – 11:00 PM
  • Thursday7:00 AM – 11:00 PM
  • Friday7:00 AM – 12:00 AM
  • Saturday7:00 AM – 12:00 AM
  • Sunday7:00 AM – 11:00 PM
Price$$

Typically busiest — Saturday

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Map of the area around Mel's Drive-In Hollywood
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About Mel's Drive-In Hollywood.

Does Mel's Drive-In Hollywood accept reservations?

The restaurant does not accept reservations.

What are the operating hours for Mel's Drive-In Hollywood?

The restaurant is open Monday to Thursday from 7:00 AM to 11:00 PM, Friday and Saturday from 7:00 AM to 12:00 AM, and Sunday from 7:00 AM to 11:00 PM.

What is Mel's Drive-In Hollywood known for?

The restaurant is known for its vintage diner vibe, delicious mac and cheese, and a small museum featuring memorabilia.

Is there parking available at Mel's Drive-In Hollywood?

The restaurant does not provide specific information about parking, but it is located within walking distance of popular tourist spots in Hollywood.

Are there any special features at Mel's Drive-In Hollywood?

The restaurant features a nostalgic atmosphere with vintage decor and a small museum, making it a unique spot for diners.

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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

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Correct the details AI reads

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