Local AI Registry

Hot Pot Restaurant

Lao Ma Tou Hot Pot

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

4230 Barranca Pkwy

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24/100
Poor

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

Verified September 1, 2026

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Lao Ma Tou Hot Pot — Irvine, California
Lao Ma Tou Hot Pot · 4230 Barranca Pkwy

What AI says about Lao.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 hot pot restaurant in Irvine”

ChatGPT answered with other businesses. Lao Ma Tou Hot Pot 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.

What people keep saying.2

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

Lao Ma Tou Hot Pot offers an authentic and spicy hot pot experience in a clean, newly designed space. Reviewers describe a lively atmosphere, especially suited for group dining, though some note that communication with staff can be easier for those who speak Chinese.

Consistently praised

Spicy and mushroom soup base
Fish maw broth with jumbo shrimp
Fried rice
Snack bar with appetizers and desserts

Recurring complaints

Food cleanliness concerns
Staff attitude issues
Long waits for service
Overwhelming spice levels

The bottom line: While praised for its authentic flavors and variety, Lao Ma Tou Hot Pot faces criticism for food cleanliness and inconsistent service.

Lao Ma Tou Hot Pot — Irvine, California
Lao Ma Tou Hot Pot · 4230 Barranca Pkwy

The score, explained

Why 24.3

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.

75% of hot pot restaurants in Irvine 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.
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.
81
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
67
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.
22
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
28

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.

7th

of 8 hot pot restaurants in Irvine, ranked by AI Score.

See the Irvine leaderboard

Lao Ma Tou Hot Pot — Irvine, California
Lao Ma Tou Hot Pot · 4230 Barranca Pkwy

The facts

Address4230 Barranca Pkwy, Irvine, CA 92604, USA
Hours
Today (Tue) · 11:30 AM – 2:30 PM, 5:00 – 9:30 PM
  • Monday11:30 AM – 2:30 PM, 5:00 – 9:30 PM
  • Tuesday11:30 AM – 2:30 PM, 5:00 – 9:30 PM
  • Wednesday11:30 AM – 2:30 PM, 5:00 – 9:30 PM
  • Thursday11:30 AM – 2:30 PM, 5:00 – 9:30 PM
  • Friday11:30 AM – 2:30 PM, 5:00 – 10:30 PM
  • Saturday11:30 AM – 2:30 PM, 5:00 – 10:30 PM
  • Sunday11:30 AM – 2:30 PM, 5:00 – 9:30 PM
Phone(949) 336-8988
Websiteorder.mealkeyway.com
Price$$

Typically busiest — Saturday

8a12p4p8p
Map of the area around Lao Ma Tou Hot Pot
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About Lao Ma Tou Hot Pot.

Does Lao Ma Tou Hot Pot accept reservations?

Yes, the restaurant accepts reservations to help ensure a table is available for guests.

What are the operating hours for Lao Ma Tou Hot Pot?

The restaurant is open Monday to Thursday from 11:30 AM to 2:30 PM and 5:00 PM to 9:30 PM, Friday and Saturday until 10:30 PM, and Sunday until 9:30 PM.

What is Lao Ma Tou Hot Pot known for?

The restaurant is known for its authentic spicy Chinese hot pot, with a variety of flavorful broths and fresh ingredients, making it a popular choice for hot pot enthusiasts.

Is parking available at Lao Ma Tou Hot Pot?

Parking can be a bit tricky as the lot is small, but guests have generally managed to find parking nearby.

Does Lao Ma Tou Hot Pot offer any special features?

The restaurant features a snack bar with a variety of appetizers, dipping sauces, fresh fruits, and desserts, enhancing the overall dining experience.

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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.

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