Boiling World

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<title>Boiling World | Ontario, CA · reviews &amp; AI Score · Local AI Registry</title>
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# Local AI Registry

> The public record of what AI assistants say about local businesses. Every entry checked, scored, and kept current.

Local AI Registry is the editorial, never-sponsored record of what local
businesses are known for, and whether AI assistants actually recommend them.
We score every local business the same way and rank them: website, reviews,
AI visibility, and more. Eight signals, one number from 0 to 100. The heaviest
is whether AI can retrieve you at all.

## Read these first

- [Local AI Registry](https://localairegistry.com): AI assistants now decide which local business to recommend.
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# Boiling World, Ontario: a hot pot restaurant in Ontario (2026 guide)

Source: Local AI Registry, https://localairegistry.com/biz/ca/ontario/boiling-world-ontario-ca. Free to reuse with a link back.

By Steve Lee, founder and CEO of Local AI Registry. Fact-checked against 4 sources. Updated 2026-10-19. Owner review: not yet.

Canonical: https://localairegistry.com/biz/ca/ontario/boiling-world-ontario-ca

## Photos

- ![Photo 1](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmti8aujq03swye6bmjiq3202%2F0.jpg)
- ![Photo 2](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmti8aujq03swye6bmjiq3202%2F1.jpg)
- ![Photo 3](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmti8aujq03swye6bmjiq3202%2F2.jpg)
- ![Photo 4](https://localairegistry.com/api/photo?src=https%3A%2F%2Fseoaesthetic-assets.sfo3.cdn.digitaloceanspaces.com%2Fphotos%2Fcmti8aujq03swye6bmjiq3202%2F3.jpg)
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## In short

Boiling World is a hot pot restaurant in Ontario, CA. Its AI Score is 26 of 100, which is poor.

Every fact on this page carries one of three marks: Confirmed (from their website, Google Business Profile, review sites, licensing boards, or measured by Local AI Registry), Visitor submitted (added by a person, with a date and how they know), or AI guess (what AI engines like Gemini and ChatGPT are saying, not confirmed by anyone). Every mark points to a reference at the end of this page.


## Key facts

| Fact | Value |
| --- | --- |
| Type | Hot pot restaurant |
| Address | 4431 Ontario Mills Pkwy, Ontario, CA 91764, USA |
| Hours | Mon to Fri 12 PM to 10 PM · Sat to Sun 11 AM to 10 PM |
| Phone | (909) 481-0098 |
| Owner | Nothing found |
| Rating | 4.4 across 1,040 reviews on Google |
| Known for | Nothing found |
| Prices | Nothing found |
| Quietest time | Monday |
| Parking | Nothing found |
| Last verified | October 19, 2026, 4:49 PM |


## 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 | 4431 Ontario Mills Pkwy, Ontario, CA 91764, USA | Confirmed | Google Business Profile, checked Aug 31, 2026 |
| Location info | Description | Laid-back eatery in an airy, contemporary setting, featuring all-you-can-eat hot pot & a full bar. | Confirmed | Google Business Profile, checked Aug 31, 2026 |
| Location info | Hours | Mon to Fri 12:00 to 10:00 PM · Sat to Sun 11:00 AM to 10:00 PM | Confirmed | Google Business Profile, checked Aug 31, 2026 |
| Location info | Name | Boiling World | Confirmed | Google Business Profile, checked Aug 31, 2026 |
| Location info | Phone | (909) 481-0098 | Confirmed | Google Business Profile, checked Aug 31, 2026 |
| Hours | Monday | 12:00 PM to 10:00 PM | Confirmed | Google Business Profile, checked Aug 31, 2026 |
| Hours | Tuesday | 12:00 PM to 10:00 PM | Confirmed | Google Business Profile, checked Aug 31, 2026 |
| Hours | Wednesday | 12:00 PM to 10:00 PM | Confirmed | Google Business Profile, checked Aug 31, 2026 |
| Hours | Thursday | 12:00 PM to 10:00 PM | Confirmed | Google Business Profile, checked Aug 31, 2026 |
| Hours | Friday | 12:00 PM to 10:00 PM | Confirmed | Google Business Profile, checked Aug 31, 2026 |
| Hours | Saturday | 11:00 AM to 10:00 PM | Confirmed | Google Business Profile, checked Aug 31, 2026 |
| Hours | Sunday | 11:00 AM to 10:00 PM | Confirmed | Google Business Profile, checked Aug 31, 2026 |
| Services | Service | All-you-can-eat hot pot | AI guess | Nothing found |
| Services | Service | Full bar | AI guess | Nothing found |
| Services | Service | View menu | Confirmed | Business website, checked Sep 16, 2026 |
| Links | Facebook | https://www.facebook.com/placejoys | Confirmed | Business website, checked Oct 19, 2026 |
| Links | Instagram | https://www.instagram.com/placejoys | Confirmed | Business website, checked Oct 19, 2026 |
| Links | Website | https://boilingworld.shop/ | Confirmed | Google Business Profile, checked Aug 31, 2026 |


## Services and prices

These are the 1 service Boiling World offers, with the price where we have one and where it came from.

| Service | Price | Price mark | Price evidence | Service mark |
| --- | --- | --- | --- | --- |
| View menu |  |  |  | Confirmed |


### Known for

Reviews not read yet, back on Scan Day.


## The team

Nothing found


## Visiting Boiling World

Address: 4431 Ontario Mills Pkwy, Ontario, CA 91764, USA. Phone: (909) 481-0098. Hours: Mon to Fri 12 PM to 10 PM · Sat to Sun 11 AM to 10 PM. (Confirmed, Google Business Profile, checked August 31, 2026 at 10:30 PM.)


### Location info from Google Business Profile

Business description, written by Boiling World on its Google Business Profile: "Laid-back eatery in an airy, contemporary setting, featuring all-you-can-eat hot pot & a full bar."


### When to go

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


### Parking and getting in

Nothing found


### Nearby

| Place | Type | Distance |
| --- | --- | --- |
| Bun World | Chinese restaurant | 1 min walk |
| Falak Hookah Cafe - Ontario Mills | Hookah bar | 1 min walk |
| IHOP | Breakfast restaurant | 2 min walk |
| MLB Ballpark Bites | American restaurant | 2 min walk |
| Pardon My Cheesesteak | Restaurant | 2 min walk |
| Burger King | Fast food restaurant | 2 min walk |


## Reputation

4.4 average across 1,040 reviews: Google 25. (Confirmed, read August 31, 2026.)

While Boiling World is praised for its fresh ingredients and flavorful broths, inconsistent service and staff attitudes are notable concerns. (AI guess, from 1,040 reviews.)


### What people like

- Traditional Sichuan Broth
- Fresh seafood and meats
- Strawberry ice cream


### What people do not like

- Unwelcoming hostess behavior
- Long waits for seating and service
- Inconsistent food quality
- Rude or inattentive staff


### Press

No press story about Boiling World found yet.


### Awards

None named yet.


### Directories

Listed on 4 of the 23 directories we checked.

| Directory | Listed |
| --- | --- |
| Alignable | Not listed |
| Angi | Not listed |
| Apple Maps | Listed |
| BBB | Not listed |
| Birdeye | Not listed |
| Brownbook | Not listed |
| Chamber of Commerce | Not listed |
| Cylex | Not listed |
| DexKnows | Not listed |
| Facebook | Not listed |
| Foursquare | Not listed |
| Hotfrog | Not listed |
| Manta | Not listed |
| MapQuest | Listed |
| Nextdoor | Not listed |
| OpenTable | Not listed |
| Superpages | Not listed |
| Thumbtack | Not listed |
| Tripadvisor | Listed |
| Trustpilot | Not listed |
| Yellowbook | Not listed |
| Yellow Pages | Not listed |
| Yelp | Listed |


## Recent updates from Boiling World

Boiling World hasn't posted an update here yet.


## Questions people ask


### how much is a first visit around here

No answer yet


### Why do people rate Boiling World?

No answer yet


### is there a socials account worth following

No answer yet


### same day tables, does that ever happen here

No answer yet


### anything I should sort out before a first visit here?

No answer yet


### opening hours here, what are they these days?

No answer yet


### people keep recommending Boiling World, what for?

No answer yet


### services here, what do people go in for?

No answer yet


### Somewhere to park near Boiling World?

No answer yet


### best hot pot restaurant in Ontario

No answer yet


### trying to avoid the rush, which day is quiet

No answer yet


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

No answer yet


### budget options in Ontario, what is decent

No answer yet


### killing time on Ontario Mills, any ideas

No answer yet


### torn between Boiling World and Hot pot?

No answer yet


### walk in at Boiling World in Ontario, or is it appointment only?

No answer yet


### Does Boiling World take rewards points or membership pricing?

No answer yet


## What AI gets wrong about Boiling World

We ask Gemini and ChatGPT about Boiling World. These are the answers that disagree with the record.

ChatGPT and Gemini, read by Local AI Registry on Oct 19, 2026.

No capture has disagreed with the record yet.


## The AI Score: 26 of 100

The AI Score measures how likely AI engines are to recommend a business, and how accurately. Hot pot restaurants on the registry run 21 to 57. Fair starts at 45, good at 65. Boiling World scores 26. The same method scores every business on the registry.

| Signal | Weight | Score | What it measures | Boiling World |
| --- | --- | --- | --- | --- |
| 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 | 39 | 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 | 3 | Whether ChatGPT, Gemini, Perplexity, and AI Overviews name you, and whether they name you for the right service. | Named in 1 of 30 answers that recommended anyone. 8 more named nobody, which is not a loss and is not scored. |
| Reviews & response | 12 | 83 | 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 | 52 | 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 | 57 | Core Web Vitals at the 75th percentile, on a real phone. | Fair |
| Content freshness & schema | 5 | 57 | Crawl recency, intent alignment, valid JSON-LD, canonicals. | Fair |

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


## How AI decides what to tell you about a hot pot restaurant

When you ask ChatGPT, Gemini or Google about a local business, the AI doesn't visit it. It reads what's already written about it: the business's website, its Google Business Profile, review sites, news stories and directories like this one. Then it repeats what those sources agree on.

That's why AI gets small facts wrong. If Yelp says a place is open Mondays and the website says it isn't, the AI has to pick one. The table above shows the answers that disagree with the record today.

The more sources agree, and the more specific they are, the more confidently AI recommends a business. A review that names who helped and what they did tells an AI far more than one that says "great place."


## How to choose a hot pot restaurant in California, with or without AI

A few checks take ten minutes and tell you more than any rating.

- Check that the hours and phone number match on Google, Yelp and the business's own website. Mismatches are how people end up at a locked door.
- Read reviews that name a person and what they did. Vague praise is easy to fake.
- Look for recent reviews and recent posts. A page nobody has touched in a year may not match the business today.
- Ask for the price before you go, and ask what it includes.
- Where the work needs a license, ask whose license it is and look it up with California.


## How to read the marks on this page

- Confirmed (solid circle): from a known source. The business website, its Google Business Profile, review sites like Yelp, Healthgrades and RealSelf, a licensing board, or measured by Local AI Registry.
- Visitor submitted (hollow circle): added or corrected by a person, with the date and how they know, like a phone call or a visit.
- AI guess (hollow triangle): what AI engines are saying right now. Nobody has confirmed it.


## About the author

Steve Lee is the founder and CEO of Local AI Registry and sets its editorial standards. He is a former Google executive in Search and a former Microsoft executive, with more than 20 years in digital: search, local discovery, and how people find businesses online. He is based in Irvine.

- Expertise: search at Google and Microsoft, AI search, answer engine optimization, generative engine optimization, local SEO, structured data and entity mapping.
- Industry: medical aesthetics, injectables, med spa operations and marketing.
- Disclosure: Local AI Registry sells services to business owners, including Boiling World if it claims this page. That does not change what this page says. Every fact carries its source.


## 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 Boiling World |
| --- | --- | --- | --- | --- |
| Boiling World | LocalBusiness | #business | https://boilingworld.shop/ | Subject of this page |
| Ontario, California | City | #city | Nothing found | City Boiling World is in |
| Local AI Registry | Organization | #publisher | https://localairegistry.com | Publisher of this page |
| Steve Lee | Person | #author | https://localairegistry.com/team | Author of this page |


## Topical map

Where this page sits in the registry. It's one profile among the hot pot restaurants in Ontario, linked to the lists and towns around it.


### Lists

- Best hot pot restaurants in Ontario: https://localairegistry.com/leaderboards/ca/ontario/hot-pot-restaurant
- Best businesses in Ontario: https://localairegistry.com/leaderboards/ca/ontario


### Nearby

- /los-angeles: https://localairegistry.com/leaderboards/ca/los-angeles
- /san-francisco: https://localairegistry.com/leaderboards/ca/san-francisco
- /san-jose: https://localairegistry.com/leaderboards/ca/san-jose
- /san-diego: https://localairegistry.com/leaderboards/ca/san-diego
- /irvine: https://localairegistry.com/leaderboards/ca/irvine
- /fresno: https://localairegistry.com/leaderboards/ca/fresno


### Every list

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


## Frequently asked questions


### What is AI search optimization for local business?

Getting a business named when a neighbor asks ChatGPT, Gemini, or Perplexity for a recommendation. Some call it AI SEO, some call it generative engine optimization. Traditional SEO fights for ten blue links; this fights for the one answer an assistant says out loud. The AI Score on this page measures the eight signals that drive it.


### What is Local AI Registry?

The public record of how AI sees local business. We score every business we list by one published method, we keep the questions people ask about it in one place, and we never sell rank. Looking up any business here is free.


### How does this page help a business get recommended by AI?

Assistants read public pages before they answer. This one states what the business does, what people ask about it, and what the Record answers, in one place a machine can read. Correcting what is wrong here changes what an assistant repeats next.


### Who writes the answers here?

Registry AI writes the first answer under every question, from the Record and the public sources named beneath it. Neighbors write the rest under pseudonyms. A registered owner can reply as the business, and their reply says so.


### I own Boiling World. How do I fix something or rank higher?

Register the page. It is free, it takes about five minutes, and it lets you correct the Record and reply as the business. Nothing on this page is for sale, so the only thing that moves the score is the work.


## References


### Sources cited

- [1] Google Business Profile, https://www.google.com/maps/place/?q=place_id:ChIJy04ZKyA1w4ARJzokimBjh9w (accessed Aug 31, 2026)
- [2] boiling-world.placejoys.com, https://boiling-world.placejoys.com/menu (accessed Sep 16, 2026)
- [3] AI engine output: ChatGPT and Gemini, read by Local AI Registry on Oct 19, 2026, https://localairegistry.com/methodology (accessed Sep 16, 2026)
- [4] boilingworld.shop, https://boilingworld.shop/ (accessed Oct 19, 2026)