Local AI Registry

Mel's Drive-In

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Mel's Drive-In, San Francisco, California[Photo 1]
[Photo 2]
[Photo 3]

Diner in San Francisco, CA

4.1 · 5,589 reviewsOpens today at 7 AM

Part of a local chain, this family-friendly 1950s-style diner serves classic American comfort fare.

Eligible to offer 20% cashback to customers who shop here.OrbitBack

AI ScoreGemini mentions Mel's Drive-In and ChatGPT doesn't.Scored from 8 signals across search and AI.
33San Francisco avg 380answered of 564%would go back0updates, last 30 daysClosedright now

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Unclaimed · Never replied · Add the year you opened so AI can say how long you've been open

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ConfirmedVisitor submittedAI guess

Updated Sep 9, 2026Last activity 1 month ago, a question from wedding_shopper_north_94103.

Locals5Services14Team0VisitReputation5,589Updates0AI

Services

What Mel's Drive-In offers, what it costs, and what people come for.

Known for

  • Restaurant40% of reviews

The menu

  • RestaurantFrom their websiteDiner
  • M ipsumFrom their websiteDiner
  • Mels nashvilleFrom their websiteDiner
  • Mels kitchenFrom their websiteDiner
  • Mels santa monicaFrom their websiteDiner

Photos

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No code detected[Photo 1]
No code detected[Photo 2]
No code detected[Photo 3]
No code detected[Photo 4]

Team

Who you'll see, and whether their licenses check out.
Add your team so AI can name who works here
Today7 AM to 11 PM
ParkingAdd your parking so AI can tell people where to park
Phone(415) 227-0793

Busy times

Closed now. Busiest Sat, 7 to 11 PM.

Reputation

What reviews, press and directories say about Mel's Drive-In.

Reviews

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4.1from 5,589 reviews on Google

Despite its nostalgic charm, Mel's Drive-In struggles with food quality and service consistency, leaving many diners dissatisfied. Mel's Drive-In offers a nostalgic diner atmosphere reminiscent of the '60s and '70s, but many customers report a disappointing experience with both food quality and service. While some enjoy the retro decor, others find the food bland and overpriced, with service that can be inattentive or rude.

  • 532%
  • 432%
  • 34%
  • 212%
  • 120%
Would go back64%64% of reviews give the visit 4 or 5 stars.Positive 64%, 4 or 5 stars · Neutral 4%, 3 stars · Negative 32%, 1 or 2 stars
The good
  • Retro atmosphere
  • Chicken salad sandwich with fries
  • Diner coffee
The bad
  • Food often bland or poorly prepared
  • Service can be inattentive or rude
  • High prices for mediocre food

Press and awards

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Directories

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Updates

How AI sees Mel's Drive-In

The AI Score is out of 100, read from 8 signals across search and AI.

33out of 100

38 San Francisco avg

What the score is made of

Signal and how much it countsMel's Drive-In

  • Retrieval grounding 26%Whether 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 attestation 20%Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.41
  • AI visibility 14%Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.50
  • Reviews & response 12%The 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.76
  • Backlink & citation authority 8%Domain authority and editorial quality of the sources that attest to you.61
  • Google Business Profile 8%Required and recommended fields; update cadence. The listing AI pulls from first.90
  • Speed & mobile 7%Core Web Vitals at the 75th percentile, on a real phone.
  • Content freshness & schema 5%Crawl recency, intent alignment, valid JSON-LD, canonicals.80

Every business is scored the same way, and nobody can pay for a better score.

Mel's Drive-In’s full AI report

See exactly what AI says about you, and how to get picked

Mel's Drive-InSpeed & mobileGoogle Business ProfileContent freshness & schemaBacklink & citation authorityRetrieval groundingReviews & responseOff-property attestationAI visibility

Mel's Drive-In, as AI sees it. Blue signals help Mel's Drive-In, and red ones hold it back.

  • The questions people ask ChatGPT and Gemini about diners in San Francisco, and who they name instead of you
  • What AI gets wrong about you, next to what’s true
  • What to change first so AI names you
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What AI reads

The page ChatGPT, Gemini, Perplexity and Google read about Mel's Drive-In. The code version is exactly what their crawlers get.

Local AI Registry · Diners in San Francisco, CA · Editorial

Mel's Drive-In, San Francisco CA: Restaurant Reviews

Steve Lee

By Steve Lee, founder and CEO of Local AI Registry. Updated September 9, 2026.

Published September 9, 2026 · Updated September 9, 2026 · Machine-readable version below

In short

Mel's Drive-In is a diner in San Francisco, CA. Its AI Score is 33 of 100, which is poor.

What each mark on this page means: https://localairegistry.com/methodology#marks

Key facts

FactValue
TypeDiner
Address801 Mission St, San Francisco, CA 94103, USA
HoursMon to Wed 7 AM to 11 PM · Thu 7 AM to 12 AM · Fri to Sat 7 AM to 3 AM · Sun 7 AM to 11 PM
Phone(415) 227-0793
Rating4.1 across 5,589 reviews on Google
Known forRestaurant
Quietest timeMonday
UpdatedSeptember 9, 2026

All the details

Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.

GroupFactValueMarkEvidence
Location infoAddress801 Mission St, San Francisco, CA 94103, USAConfirmedGoogle Business Profile
Location infoDescriptionPart of a local chain, this family-friendly 1950s-style diner serves classic American comfort fare.ConfirmedGoogle Business Profile
Location infoHoursMon to Wed 7:00 AM to 11:00 PM · Thu 7:00 AM to 12:00 AM · Fri to Sat 7:00 AM to 3:00 AM · Sun 7:00 AM to 11:00 PMConfirmedGoogle Business Profile
Location infoNameMel's Drive-InConfirmedGoogle Business Profile
Location infoPhone(415) 227-0793ConfirmedGoogle Business Profile
HoursMonday7:00 AM to 11:00 PMConfirmedGoogle Business Profile
HoursTuesday7:00 AM to 11:00 PMConfirmedGoogle Business Profile
HoursWednesday7:00 AM to 11:00 PMConfirmedGoogle Business Profile
HoursThursday7:00 AM to 12:00 AMConfirmedGoogle Business Profile
HoursFriday7:00 AM to 3:00 AMConfirmedGoogle Business Profile
HoursSaturday7:00 AM to 3:00 AMConfirmedGoogle Business Profile
HoursSunday7:00 AM to 11:00 PMConfirmedGoogle Business Profile
ServicesServiceAmerican graffiti 1973From their websiteBusiness website
ServicesServiceBachelorette partyFrom their websiteBusiness website
ServicesServiceBachelorette party hostingAI guess
ServicesServiceBreakfastAI guess
ServicesServiceDinnerAI guess
ServicesServiceFamily-friendly diningAI guess
ServicesServiceHistoryFrom their websiteBusiness website
ServicesServiceLorem ipsFrom their websiteBusiness website
ServicesServiceLorem ipsumsFrom their websiteBusiness website
ServicesServiceLunchAI guess
ServicesServiceMels hollywoodFrom their websiteBusiness website
ServicesServiceMels kitchenFrom their websiteBusiness website
ServicesServiceMels nashvilleFrom their websiteBusiness website
ServicesServiceMels santa monicaFrom their websiteBusiness website
ServicesServiceMels sherman oaksFrom their websiteBusiness website
ServicesServiceMels west hollywoodFrom their websiteBusiness website
ServicesServiceMerchFrom their websiteBusiness website
ServicesServiceM ipsumFrom their websiteBusiness website
ServicesServiceRestaurantFrom their websiteBusiness website
ServicesServiceTakeoutAI guess
LinksFacebookhttps://facebook.com/melsdriveinsunsetAI guessOur record
LinksInstagramhttps://instagram.com/melsdriveinAI guessOur record
LinksTikTokhttps://tiktok.com/@melsdriveinAI guessOur record
LinksWebsitehttp://www.melsdrive-in.com/ConfirmedGoogle Business Profile

Services and prices

These are the 14 services Mel's Drive-In offers, with the price where we have one and where it came from.

ServicePricePrice markPrice evidenceService mark
RestaurantFrom their website
M ipsumFrom their website
Mels nashvilleFrom their website
Mels kitchenFrom their website
Mels santa monicaFrom their website
HistoryFrom their website
Lorem ipsFrom their website
Bachelorette partyFrom their website
Lorem ipsumsFrom their website
Mels hollywoodFrom their website
Mels sherman oaksFrom their website
Mels west hollywoodFrom their website
MerchFrom their website
American graffiti 1973From their website

Known for

  • Restaurant: 40% of reviews (AI guess)

The team

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Visiting Mel's Drive-In

Address: 801 Mission St, San Francisco, CA 94103, USA. Phone: (415) 227-0793. Hours: Mon to Wed 7 AM to 11 PM · Thu 7 AM to 12 AM · Fri to Sat 7 AM to 3 AM · Sun 7 AM to 11 PM. (Confirmed, Google Business Profile.)

Location info from Google Business Profile

From Google Business Profile: "Part of a local chain, this family-friendly 1950s-style diner serves classic American comfort fare."

When to go

Quietest day: Monday. Busiest day: Saturday. From the popular times on its Google listing.

Parking and getting in

Add your parking so AI can tell people where to parkAdd how to find your door so AI can walk people in

Nearby

PlaceTypeDistance
Mission St & 4th StBus stop1 min walk
MariposasPeruvian restaurant1 min walk
Mission St & 4th StBus stop1 min walk
4th St & Mission St / Moscone CenterBus stop1 min walk
Mission St & 4th StTransit station1 min walk
ICICLESIce cream shop1 min walk

Reputation

4.1 average across 5,589 reviews: Google 5,589. (Confirmed, read September 9, 2026.)

Despite its nostalgic charm, Mel's Drive-In struggles with food quality and service consistency, leaving many diners dissatisfied. (AI guess, from 5,589 reviews.)

What people like

  • Retro atmosphere
  • Chicken salad sandwich with fries
  • Diner coffee

What people do not like

  • Food often bland or poorly prepared
  • Service can be inattentive or rude
  • High prices for mediocre food

Press

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Awards

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Directories

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Questions people ask

What diner questions is San Francisco asking AI most?

anything new from Mel's Drive-In lately?

when is this place actually dead?

anyone tell me what a first visit here involves

Why do people rate Mel's Drive-In?

Worth the hype at Mel's Drive-In?

Whereabouts is this place?

membership, worth it or not

prices round here, anyone got a number

is San Francisco expensive for this, or is it just here

best diner in San Francisco

Are the hours on Google right for this place?

killing time on Mission, any ideas

walk in at Mel's Drive-In in San Francisco, or is it appointment only?

pricey at Mel's Drive-In, or about normal?

does Mel's Drive-In ever have cancellations

Mel's Drive-In or Pinecrest Diner?

Downsides nobody puts in a five star review?

The AI Score: 33 of 100

It measures how likely AI engines are to recommend a business, and how accurately. San Francisco diners run 24 to 65. Fair starts at 45, good at 65. Mel's Drive-In scores 33, below the San Francisco average of 38. The same method scores every business on the registry.

SignalWeightScoreWhat it measuresMel's Drive-In
Retrieval grounding260Whether 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.Poor
Off-property attestation2041Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability.Poor
AI visibility1450Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service.Fair
Reviews & response1276The 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.Good
Backlink & citation authority861Domain authority and editorial quality of the sources that attest to you.Fair
Google Business Profile890Required and recommended fields; update cadence. The listing AI pulls from first.Good
Speed & mobile7Core Web Vitals at the 75th percentile, on a real phone.
Content freshness & schema580Crawl recency, intent alignment, valid JSON-LD, canonicals.Good

Full method: https://localairegistry.com/methodology

How AI decides what to say about a diner: https://localairegistry.com/methodology#how-ai-decides-local-business. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-local-business

Entity map

Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.

EntityTypeID on this pageSame asRelationship to Mel's Drive-In
Mel's Drive-InLocalBusiness#businesshttp://www.melsdrive-in.com/Subject of this page
San Francisco, CaliforniaCity#cityCity Mel's Drive-In is in
Local AI RegistryOrganization#publisherhttps://localairegistry.comPublisher of this page
Steve LeePerson#authorhttps://localairegistry.com/team/steve-leeAuthor of this page

Topical map

Where this page sits in the registry. It's one profile among the diners in San Francisco, linked to the lists and towns around it.

Lists

  • Best diners in San Francisco: https://localairegistry.com/leaderboards/ca/san-francisco/diner
  • Best businesses in San Francisco: https://localairegistry.com/leaderboards/ca/san-francisco

Nearby

  • /san-jose: https://localairegistry.com/leaderboards/ca/san-jose
  • /los-angeles: https://localairegistry.com/leaderboards/ca/los-angeles
  • /san-diego: https://localairegistry.com/leaderboards/ca/san-diego
  • /irvine: https://localairegistry.com/leaderboards/ca/irvine
  • /mountain-view: https://localairegistry.com/leaderboards/ca/mountain-view
  • /santa-clara: https://localairegistry.com/leaderboards/ca/santa-clara

Every list

  • Every leaderboard in California: https://localairegistry.com/leaderboards/ca

References

Show references (16)

Sources cited

  • [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJiVY2rYeAhYARJ90OnmrJw24 (accessed Sep 9, 2026)
  • [2] melsdrive-in.com, https://melsdrive-in.com/american-graffiti-1973/ (accessed Sep 19, 2026)
  • [3] melsdrive-in.com, https://melsdrive-in.com/bachelorette-party/ (accessed Sep 19, 2026)
  • [4] melsdrive-in.com, https://melsdrive-in.com/restaurant/mels-sherman-oaks/ (accessed Sep 19, 2026)
  • [5] melsdrive-in.com, https://melsdrive-in.com/restaurant/mels-west-hollywood/ (accessed Sep 19, 2026)
  • [6] melsdrive-in.com, https://melsdrive-in.com/merch/ (accessed Sep 19, 2026)
  • [7] melsdrive-in.com, https://melsdrive-in.com/m-ipsum/ (accessed Sep 19, 2026)
  • [8] melsdrive-in.com, https://melsdrive-in.com/restaurant/ (accessed Sep 19, 2026)
  • [9] melsdrive-in.com, https://melsdrive-in.com/history/ (accessed Sep 19, 2026)
  • [10] melsdrive-in.com, https://melsdrive-in.com/lorem-ips/ (accessed Sep 19, 2026)
  • [11] melsdrive-in.com, https://melsdrive-in.com/lorem-ipsums/ (accessed Sep 19, 2026)
  • [12] melsdrive-in.com, https://melsdrive-in.com/restaurant/mels-hollywood/ (accessed Sep 19, 2026)
  • [13] melsdrive-in.com, https://melsdrive-in.com/restaurant/mels-kitchen/ (accessed Sep 19, 2026)
  • [14] melsdrive-in.com, https://melsdrive-in.com/restaurant/mels-nashville/ (accessed Sep 19, 2026)
  • [15] melsdrive-in.com, https://melsdrive-in.com/restaurant/mels-santa-monica/ (accessed Sep 19, 2026)
  • [16] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Sep 9, 2026, https://localairegistry.com/methodology (accessed Sep 19, 2026)

The code behind this page

This is exactly what this page sends to Google, Bing, ChatGPT, Claude, Perplexity and Gemini. We publish it in the open for two reasons: so you can see nothing here is hidden or made up, and so any business or developer can copy it. Being a good local AI steward means the machine version says exactly what the human version says.

1. HTTP response headers

Sent before the page. They tell crawlers the canonical address and that a plain markdown copy exists.

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2. Head tags

Title, description, canonical, robots and Open Graph tags. This is what shows in search results and link previews.

<meta charset="utf-8">
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<meta name="geo.region" content="US-CA">
<meta name="geo.placename" content="San Francisco">

3. Structured data (JSON-LD)

One connected graph. Every person and service has its own @id and links to the business, and a licensed person links to the license and the board that issued it.

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4. Markdown copy of this page (mel-s-drive-in-san-francisco-ca.md)

The article as plain text: the same headings, facts, marks and sources.

# Mel's Drive-In, San Francisco CA: Restaurant Reviews

Source: Local AI Registry, https://localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca. Free to reuse with a link back.

By Steve Lee, founder and CEO of Local AI Registry. Updated 2026-09-09.

Canonical: https://localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca

## Photos

- ![Photo 1](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtugfqtl05nkyeawjtcfgkzp%2F0.jpg)
- ![Photo 2](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtugfqtl05nkyeawjtcfgkzp%2F1.jpg)
- ![Photo 3](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtugfqtl05nkyeawjtcfgkzp%2F2.jpg)
- ![Photo 4](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmtugfqtl05nkyeawjtcfgkzp%2F3.jpg)
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## In short

Mel's Drive-In is a diner in San Francisco, CA. Its AI Score is 33 of 100, which is poor.

What each mark on this page means: https://localairegistry.com/methodology#marks


## Key facts

| Fact | Value |
| --- | --- |
| Type | Diner |
| Address | 801 Mission St, San Francisco, CA 94103, USA |
| Hours | Mon to Wed 7 AM to 11 PM · Thu 7 AM to 12 AM · Fri to Sat 7 AM to 3 AM · Sun 7 AM to 11 PM |
| Phone | (415) 227-0793 |
| Rating | 4.1 across 5,589 reviews on Google |
| Known for | Restaurant |
| Quietest time | Monday |
| Updated | September 9, 2026 |


## All the details

Every row is something the owner can add or correct. Each one is marked Confirmed, Visitor submitted or AI guess, with where it came from.

| Group | Fact | Value | Mark | Evidence |
| --- | --- | --- | --- | --- |
| Location info | Address | 801 Mission St, San Francisco, CA 94103, USA | Confirmed | Google Business Profile |
| Location info | Description | Part of a local chain, this family-friendly 1950s-style diner serves classic American comfort fare. | Confirmed | Google Business Profile |
| Location info | Hours | Mon to Wed 7:00 AM to 11:00 PM · Thu 7:00 AM to 12:00 AM · Fri to Sat 7:00 AM to 3:00 AM · Sun 7:00 AM to 11:00 PM | Confirmed | Google Business Profile |
| Location info | Name | Mel's Drive-In | Confirmed | Google Business Profile |
| Location info | Phone | (415) 227-0793 | Confirmed | Google Business Profile |
| Hours | Monday | 7:00 AM to 11:00 PM | Confirmed | Google Business Profile |
| Hours | Tuesday | 7:00 AM to 11:00 PM | Confirmed | Google Business Profile |
| Hours | Wednesday | 7:00 AM to 11:00 PM | Confirmed | Google Business Profile |
| Hours | Thursday | 7:00 AM to 12:00 AM | Confirmed | Google Business Profile |
| Hours | Friday | 7:00 AM to 3:00 AM | Confirmed | Google Business Profile |
| Hours | Saturday | 7:00 AM to 3:00 AM | Confirmed | Google Business Profile |
| Hours | Sunday | 7:00 AM to 11:00 PM | Confirmed | Google Business Profile |
| Services | Service | American graffiti 1973 | From their website | Business website |
| Services | Service | Bachelorette party | From their website | Business website |
| Services | Service | Bachelorette party hosting | AI guess |  |
| Services | Service | Breakfast | AI guess |  |
| Services | Service | Dinner | AI guess |  |
| Services | Service | Family-friendly dining | AI guess |  |
| Services | Service | History | From their website | Business website |
| Services | Service | Lorem ips | From their website | Business website |
| Services | Service | Lorem ipsums | From their website | Business website |
| Services | Service | Lunch | AI guess |  |
| Services | Service | Mels hollywood | From their website | Business website |
| Services | Service | Mels kitchen | From their website | Business website |
| Services | Service | Mels nashville | From their website | Business website |
| Services | Service | Mels santa monica | From their website | Business website |
| Services | Service | Mels sherman oaks | From their website | Business website |
| Services | Service | Mels west hollywood | From their website | Business website |
| Services | Service | Merch | From their website | Business website |
| Services | Service | M ipsum | From their website | Business website |
| Services | Service | Restaurant | From their website | Business website |
| Services | Service | Takeout | AI guess |  |
| Links | Facebook | https://facebook.com/melsdriveinsunset | AI guess | Our record |
| Links | Instagram | https://instagram.com/melsdrivein | AI guess | Our record |
| Links | TikTok | https://tiktok.com/@melsdrivein | AI guess | Our record |
| Links | Website | http://www.melsdrive-in.com/ | Confirmed | Google Business Profile |


## Services and prices

These are the 14 services Mel's Drive-In offers, with the price where we have one and where it came from.

| Service | Price | Price mark | Price evidence | Service mark |
| --- | --- | --- | --- | --- |
| Restaurant |  |  |  | From their website |
| M ipsum |  |  |  | From their website |
| Mels nashville |  |  |  | From their website |
| Mels kitchen |  |  |  | From their website |
| Mels santa monica |  |  |  | From their website |
| History |  |  |  | From their website |
| Lorem ips |  |  |  | From their website |
| Bachelorette party |  |  |  | From their website |
| Lorem ipsums |  |  |  | From their website |
| Mels hollywood |  |  |  | From their website |
| Mels sherman oaks |  |  |  | From their website |
| Mels west hollywood |  |  |  | From their website |
| Merch |  |  |  | From their website |
| American graffiti 1973 |  |  |  | From their website |


### Known for

- Restaurant: 40% of reviews (AI guess)


## The team

Add your team so AI can name who works here


## Visiting Mel's Drive-In

Address: 801 Mission St, San Francisco, CA 94103, USA. Phone: (415) 227-0793. Hours: Mon to Wed 7 AM to 11 PM · Thu 7 AM to 12 AM · Fri to Sat 7 AM to 3 AM · Sun 7 AM to 11 PM. (Confirmed, Google Business Profile.)


### Location info from Google Business Profile

From Google Business Profile: "Part of a local chain, this family-friendly 1950s-style diner serves classic American comfort fare."


### When to go

Quietest day: Monday. Busiest day: Saturday. From the popular times on its Google listing.


### Parking and getting in

Add your parking so AI can tell people where to park

Add how to find your door so AI can walk people in


### Nearby

| Place | Type | Distance |
| --- | --- | --- |
| Mission St & 4th St | Bus stop | 1 min walk |
| Mariposas | Peruvian restaurant | 1 min walk |
| Mission St & 4th St | Bus stop | 1 min walk |
| 4th St & Mission St / Moscone Center | Bus stop | 1 min walk |
| Mission St & 4th St | Transit station | 1 min walk |
| ICICLES | Ice cream shop | 1 min walk |


## Reputation

4.1 average across 5,589 reviews: Google 5,589. (Confirmed, read September 9, 2026.)

Despite its nostalgic charm, Mel's Drive-In struggles with food quality and service consistency, leaving many diners dissatisfied. (AI guess, from 5,589 reviews.)


### What people like

- Retro atmosphere
- Chicken salad sandwich with fries
- Diner coffee


### What people do not like

- Food often bland or poorly prepared
- Service can be inattentive or rude
- High prices for mediocre food


### Press

Add a press story so AI can say who's written about you


### Awards

Add an award so AI can name it


### Directories

Get listed in directories so AI can tell you're real


## Questions people ask


### What diner questions is San Francisco asking AI most?


### anything new from Mel's Drive-In lately?


### when is this place actually dead?


### anyone tell me what a first visit here involves


### Why do people rate Mel's Drive-In?


### Worth the hype at Mel's Drive-In?


### Whereabouts is this place?


### membership, worth it or not


### prices round here, anyone got a number


### is San Francisco expensive for this, or is it just here


### best diner in San Francisco


### Are the hours on Google right for this place?


### killing time on Mission, any ideas


### walk in at Mel's Drive-In in San Francisco, or is it appointment only?


### pricey at Mel's Drive-In, or about normal?


### does Mel's Drive-In ever have cancellations


### Mel's Drive-In or Pinecrest Diner?


### Downsides nobody puts in a five star review?


## The AI Score: 33 of 100

It measures how likely AI engines are to recommend a business, and how accurately. San Francisco diners run 24 to 65. Fair starts at 45, good at 65. Mel's Drive-In scores 33, below the San Francisco average of 38. The same method scores every business on the registry.

| Signal | Weight | Score | What it measures | Mel's Drive-In |
| --- | --- | --- | --- | --- |
| Retrieval grounding | 26 | 0 | Whether 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. | Poor |
| Off-property attestation | 20 | 41 | Volume and consistency of what others say about you: YouTube mentions, branded web mentions, third-party “best-of” lists. The cause of retrievability. | Poor |
| AI visibility | 14 | 50 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Fair |
| Reviews & response | 12 | 76 | The 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. | Good |
| Backlink & citation authority | 8 | 61 | Domain authority and editorial quality of the sources that attest to you. | Fair |
| Google Business Profile | 8 | 90 | Required and recommended fields; update cadence. The listing AI pulls from first. | Good |
| Speed & mobile | 7 |  | Core Web Vitals at the 75th percentile, on a real phone. |  |
| Content freshness & schema | 5 | 80 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Good |

Full method: https://localairegistry.com/methodology

How AI decides what to say about a diner: https://localairegistry.com/methodology#how-ai-decides-local-business. What to check before you choose one: https://localairegistry.com/methodology#how-to-choose-local-business


## Entity map

Every person, place, organization and treatment named on this page, with a stable ID and a public reference. The JSON-LD below connects them to each other.

| Entity | Type | ID on this page | Same as | Relationship to Mel's Drive-In |
| --- | --- | --- | --- | --- |
| Mel's Drive-In | LocalBusiness | #business | http://www.melsdrive-in.com/ | Subject of this page |
| San Francisco, California | City | #city |  | City Mel's Drive-In is in |
| Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page |
| Steve Lee | Person | #author | https://localairegistry.com/team/steve-lee | Author of this page |


## Topical map

Where this page sits in the registry. It's one profile among the diners in San Francisco, linked to the lists and towns around it.


### Lists

- Best diners in San Francisco: https://localairegistry.com/leaderboards/ca/san-francisco/diner
- Best businesses in San Francisco: https://localairegistry.com/leaderboards/ca/san-francisco


### Nearby

- /san-jose: https://localairegistry.com/leaderboards/ca/san-jose
- /los-angeles: https://localairegistry.com/leaderboards/ca/los-angeles
- /san-diego: https://localairegistry.com/leaderboards/ca/san-diego
- /irvine: https://localairegistry.com/leaderboards/ca/irvine
- /mountain-view: https://localairegistry.com/leaderboards/ca/mountain-view
- /santa-clara: https://localairegistry.com/leaderboards/ca/santa-clara


### Every list

- Every leaderboard in California: https://localairegistry.com/leaderboards/ca


## References


### Sources cited

- [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJiVY2rYeAhYARJ90OnmrJw24 (accessed Sep 9, 2026)
- [2] melsdrive-in.com, https://melsdrive-in.com/american-graffiti-1973/ (accessed Sep 19, 2026)
- [3] melsdrive-in.com, https://melsdrive-in.com/bachelorette-party/ (accessed Sep 19, 2026)
- [4] melsdrive-in.com, https://melsdrive-in.com/restaurant/mels-sherman-oaks/ (accessed Sep 19, 2026)
- [5] melsdrive-in.com, https://melsdrive-in.com/restaurant/mels-west-hollywood/ (accessed Sep 19, 2026)
- [6] melsdrive-in.com, https://melsdrive-in.com/merch/ (accessed Sep 19, 2026)
- [7] melsdrive-in.com, https://melsdrive-in.com/m-ipsum/ (accessed Sep 19, 2026)
- [8] melsdrive-in.com, https://melsdrive-in.com/restaurant/ (accessed Sep 19, 2026)
- [9] melsdrive-in.com, https://melsdrive-in.com/history/ (accessed Sep 19, 2026)
- [10] melsdrive-in.com, https://melsdrive-in.com/lorem-ips/ (accessed Sep 19, 2026)
- [11] melsdrive-in.com, https://melsdrive-in.com/lorem-ipsums/ (accessed Sep 19, 2026)
- [12] melsdrive-in.com, https://melsdrive-in.com/restaurant/mels-hollywood/ (accessed Sep 19, 2026)
- [13] melsdrive-in.com, https://melsdrive-in.com/restaurant/mels-kitchen/ (accessed Sep 19, 2026)
- [14] melsdrive-in.com, https://melsdrive-in.com/restaurant/mels-nashville/ (accessed Sep 19, 2026)
- [15] melsdrive-in.com, https://melsdrive-in.com/restaurant/mels-santa-monica/ (accessed Sep 19, 2026)
- [16] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Sep 9, 2026, https://localairegistry.com/methodology (accessed Sep 19, 2026)

The files every page on the registry shares, and how to copy this code for your own site, are here: https://localairegistry.com/developers

References, including locals

Every source behind this page, including every post and comment from locals. Each has its own permanent link, so AI engines can check it and anything copied from here carries its link back.

  1. What diner questions is San Francisco asking AI most? Question by Mel's Drive-In, Sep 14, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/what-diner-questions-is-san-francisco-asking-ai-most
  2. anything new from Mel's Drive-In lately? Question by wedding_shopper_north_94103, Sep 11, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/what-has-mels-drive-in-been-posting-lately
  3. when is this place actually dead? Question by mission_jo, Sep 11, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/what-is-the-quietest-day-to-book-at-mels-drive-in
  4. anyone tell me what a first visit here involves Question by early_on_mission_94103, Sep 10, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/what-should-i-know-before-a-first-visit-at-mels-drive-in
  5. Why do people rate Mel's Drive-In? Question by summer_parent_north, Sep 9, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/what-do-people-actually-like-about-mels-drive-in
  6. Worth the hype at Mel's Drive-In? Question by researching_in_sf_94103, Sep 5, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/what-is-mels-drive-in-known-for-in-terms-of-food
  7. Whereabouts is this place? Question by curious_on_mission_94103, Sep 4, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/where-is-mels-drive-in-located
  8. membership, worth it or not Question by winter_parent_downtown, Aug 31, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/does-mels-drive-in-take-rewards-points-or-membership-pricing
  9. prices round here, anyone got a number Question by circling_on_mission_94103, Aug 25, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/what-does-a-diner-actually-cost-in-san-francisco
  10. is San Francisco expensive for this, or is it just here Question by mission_dot, Aug 20, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/is-there-anywhere-cheaper-than-mels-drive-in-in-san-francisco-that-is
  11. best diner in San Francisco Question by holiday_bride_downtown, Aug 16, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/best-diner-in-san-francisco
  12. Are the hours on Google right for this place? Question by san_francisco_fern_94103, Aug 9, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/what-are-the-opening-hours-for-mels-drive-in
  13. killing time on Mission, any ideas Question by birthday_commuter_west_94103, Aug 6, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/what-is-around-mels-drive-in-on-mission
  14. walk in at Mel's Drive-In in San Francisco, or is it appointment only? Question by san_francisco_clover_94103, Jul 31, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/does-mels-drive-in-take-reservations-or-bookings
  15. pricey at Mel's Drive-In, or about normal? Question by hopeful_on_mission_94103, Jul 24, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/what-is-the-price-range-at-mels-drive-in
  16. does Mel's Drive-In ever have cancellations Question by june_reader_west_94103, Jul 22, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/does-mels-drive-in-ever-have-last-minute-openings
  17. Mel's Drive-In or Pinecrest Diner? Question by mission_nell_94103, Jul 15, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/mels-drive-in-or-pinecrest-diner-for-diner
  18. Downsides nobody puts in a five star review? Question by walk_in_in_sf_94103, Jul 10, 2026. localairegistry.com/biz/ca/san-francisco/mel-s-drive-in-san-francisco-ca/q/the-reviews-look-glowing-what-are-the-real-complaints

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This is the evidence for every fact on this page, across Locals, Services, Team, Visit, Reputation and Updates. Each reference names the fact, the source, what kind of source it is, and the date it was checked, with a link and an archived copy so anyone can verify it. Visitor references are dated firsthand accounts. AI guesses record what an AI engine said on that date, not what is true.

  1. [1]VisitName, address, phone, hours and 2 other detailsGoogle Business Profile.Primary source · Accessed Sep 9, 2026 · https://www.google.com/maps/place/?q=place_id:ChIJiVY2rYeAhYARJ90OnmrJw24
  2. [2]ServicesAmerican graffiti 1973melsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/american-graffiti-1973/
  3. [3]ServicesBachelorette partymelsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/bachelorette-party/
  4. [4]ServicesMels sherman oaksmelsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/restaurant/mels-sherman-oaks/
  5. [5]ServicesMels west hollywoodmelsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/restaurant/mels-west-hollywood/
  6. [6]ServicesMerchmelsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/merch/
  7. [7]ServicesM ipsummelsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/m-ipsum/
  8. [8]ServicesRestaurantmelsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/restaurant/
  9. [9]ServicesHistorymelsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/history/
  10. [10]ServicesLorem ipsmelsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/lorem-ips/
  11. [11]ServicesLorem ipsumsmelsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/lorem-ipsums/
  12. [12]ServicesMels hollywoodmelsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/restaurant/mels-hollywood/
  13. [13]ServicesMels kitchenmelsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/restaurant/mels-kitchen/
  14. [14]ServicesMels nashvillemelsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/restaurant/mels-nashville/
  15. [15]ServicesMels santa monicamelsdrive-in.com.Primary source · Accessed Sep 19, 2026 · https://melsdrive-in.com/restaurant/mels-santa-monica/
  16. [16]Services6 servicesAI engine output: ChatGPT and Gemini, read by Local AI Registry on Sep 9, 2026.AI engine output · Accessed Sep 19, 2026 · https://localairegistry.com/methodology
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