Local AI Registry

Hot Pot Restaurant

Spicy hot pot 乐小福麻辣烫 malatang

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

358 N Lemon Ave

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41/100
Poor

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

Verified September 1, 2026

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Spicy hot pot 乐小福麻辣烫 malatang — Walnut, California
Spicy hot pot 乐小福麻辣烫 malatang · 358 N Lemon Ave

What AI says about Spicy.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 Walnut”

ChatGPT answered with other businesses. Spicy hot pot 乐小福麻辣烫 malatang 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.

At Spicy Hot Pot, customers enjoy a self-service malatang experience where they select fresh ingredients and customize their broth's spice level. The atmosphere is casual, with a focus on cleanliness and attentive service, although some reviews note occasional delays in service. The restaurant is located in a busy plaza, making it accessible for diners.

Consistently praised

High-quality ingredients
Customizable broth and spice levels
Clean and well-maintained topping bar

Recurring complaints

Inconsistent portion sizes
Service delays during busy times
Complaints about pricing discrepancies

The bottom line: Spicy Hot Pot stands out for its high-quality ingredients and customizable options, but some customers have raised concerns about service and pricing accuracy.

Spicy hot pot 乐小福麻辣烫 malatang — Walnut, California
Spicy hot pot 乐小福麻辣烫 malatang · 358 N Lemon Ave

The score, explained

Why 41.3

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.

Higher than 84% of hot pot restaurants 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.
50
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.
87
Backlink & citation authorityDomain authority and editorial quality of the sources that attest to you.
53
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.
64
Content freshness & schemaCrawl recency, intent alignment, valid JSON-LD, canonicals.
29

What’s holding this entry back: ai visibility and content freshness & schema — the signals dragging the score below where the rest of the record sits.

Read the full methodology

Standing

Where the entry ranks.

1st

of 2 hot pot restaurants in Walnut, ranked by AI Score.

See the Walnut leaderboard

01Spicy hot pot 乐小福麻辣烫 malatang41 · 4.8 ★
02Boiling Point25 · 3.3 ★
Spicy hot pot 乐小福麻辣烫 malatang — Walnut, California
Spicy hot pot 乐小福麻辣烫 malatang · 358 N Lemon Ave

The facts

Address358 N Lemon Ave, Walnut, CA 91789, USA
Hours
Today (Tue) · 11:00 AM – 3:00 PM, 5:00 – 9:30 PM
  • Monday11:30 AM – 3:00 PM, 5:00 – 9:30 PM
  • Tuesday11:00 AM – 3:00 PM, 5:00 – 9:30 PM
  • Wednesday11:30 AM – 3:00 PM, 5:00 – 9:30 PM
  • Thursday11:30 AM – 3:00 PM, 5:00 – 9:30 PM
  • Friday11:30 AM – 3:00 PM, 5:00 – 9:30 PM
  • Saturday11:30 AM – 9:30 PM
  • Sunday11:30 AM – 9:30 PM
Phone(626) 653-5777
Websitelxfmalatang.com
Price$

Typically busiest — Sunday

8a12p4p8p
Map of the area around Spicy hot pot 乐小福麻辣烫 malatang
Open in Google Maps ↗© Mapbox © OpenStreetMap

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Questions

About Spicy hot pot 乐小福麻辣烫 malatang.

Does the restaurant accept reservations?

The restaurant does not accept reservations.

What are the operating hours of the restaurant?

The restaurant is open Monday through Friday from 11:30 AM to 3:00 PM and 5:00 PM to 9:30 PM, and Saturday and Sunday from 11:30 AM to 9:30 PM.

What is the restaurant known for?

The restaurant is known for its high-quality ingredients and flavorful broth, offering a wide variety of meats and vegetables for a customizable malatang experience.

Is there parking available at the restaurant?

Yes, there is parking available for customers at the restaurant.

Does the restaurant offer any special features?

The restaurant features a self-serve toppings bar and a unique pricing system based on the weight of the food selected.

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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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