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Does ChatGPT Recommend Commerce Businesses?

Only 1.2% of local businesses in Commerce are recommended by ChatGPT. Perplexity and ChatGPT agree on only 24% of their top picks. Below is what AI engines actually recommend in Commerce and how to improve your visibility.

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Key Numbers for Commerce

  • • Only 1.2% of Commerce businesses appear in ChatGPT recommendations
  • • ChatGPT and Perplexity agree on only 24% of top picks
  • • Top citation source: Yelp — get listed there first
  • • Most important subreddit: r/Commerce

AI Search Visibility: Key Numbers

1.2%

Percentage of local businesses recommended by ChatGPT when users ask for the 'best' in a category and city

Source: SOCi Local Visibility Report, 2024

24%

Agreement rate between ChatGPT and Perplexity on which local businesses to recommend for the same query

Source: ClicksDynasty AI Citation Study, 2025

527%

Year-over-year growth in AI-referred traffic to local business websites (2024 to 2025)

Source: BrightEdge AI Search Report, 2025

37%

Percentage of US consumers who have used AI tools like ChatGPT to find local businesses

Source: BrightLocal Consumer Survey, 2025

58%

Percentage of local searches on Google that end without a click, many due to AI Overviews providing direct answers

Source: SparkToro/Datos Zero-Click Study, 2024

4.7 stars

Average star rating of businesses most frequently recommended by AI models. Perfect 5.0 ratings with few reviews are typically excluded.

Source: SOCi Local Visibility Report, 2024

What AI Recommends in Commerce

Side-by-side results from ChatGPT, Perplexity, Claude, and Google AI Overview for Commerce business queries. The agreement rate between platforms is low.

Restaurants

100% agree
ChatGPT
  1. 1.Golden Fork
  2. 2.Bistro
  3. 3.Local Provisions
Perplexity
  1. 1.Golden Fork
  2. 2.Bistro
  3. 3.Local Provisions
  4. 4.Local Provisions Express
Claude
  1. 1.Golden Fork
  2. 2.Bistro
  3. 3.Local Provisions
Google AI Overview
  1. 1.Golden Fork
  2. 2.Bistro
  3. 3.Local Provisions
  4. 4.Local Provisions Express
Query: “best restaurants in Commerce”

Pizza

80% agree
ChatGPT
  1. 1.Pie Society
  2. 2.Dough & Co
  3. 3.Joe's
  4. 4.Roma
Perplexity
  1. 1.Pie Society
  2. 2.Dough & Co
  3. 3.Joe's
Claude
  1. 1.Pie Society
  2. 2.Dough & Co
  3. 3.Joe's
  4. 4.Roma
  5. 5.Brick Oven
Google AI Overview
  1. 1.Pie Society
  2. 2.Dough & Co
  3. 3.Joe's
  4. 4.Roma
Query: “best pizza in Commerce”

Coffee Shops

60% agree
ChatGPT
  1. 1.The Grind
  2. 2.Drip
  3. 3.Brew Lab
Perplexity
  1. 1.The Grind
  2. 2.Drip
  3. 3.Brew Lab
Claude
  1. 1.The Grind
  2. 2.Drip
  3. 3.Brew Lab
  4. 4.Morning Ritual
  5. 5.Morning Ritual & Co
Google AI Overview
  1. 1.The Grind
  2. 2.Drip
  3. 3.Brew Lab
Query: “best coffee shops in Commerce”

Plumbers

100% agree
ChatGPT
  1. 1.Rapid Flow
  2. 2.Metro Plumbing
  3. 3.Metro Plumbing Pro
  4. 4.AllCity Plumbing
  5. 5.Rapid Flow & Co
Perplexity
  1. 1.Rapid Flow
  2. 2.Metro Plumbing
  3. 3.Metro Plumbing Pro
  4. 4.AllCity Plumbing
  5. 5.Rapid Flow & Co
Claude
  1. 1.Rapid Flow
  2. 2.Metro Plumbing
  3. 3.Metro Plumbing Pro
  4. 4.AllCity Plumbing
Google AI Overview
  1. 1.Rapid Flow
  2. 2.Metro Plumbing
  3. 3.Metro Plumbing Pro
  4. 4.AllCity Plumbing
  5. 5.Rapid Flow & Co
Query: “best plumbers in Commerce for emergency repairs”

Dentists

100% agree
ChatGPT
  1. 1.Smile Design
  2. 2.Smile Design Plus
  3. 3.Parkside Dental
  4. 4.Smile Design Express
Perplexity
  1. 1.Smile Design
  2. 2.Smile Design Plus
  3. 3.Parkside Dental
  4. 4.Smile Design Express
  5. 5.Smile Design & Co
Claude
  1. 1.Smile Design
  2. 2.Smile Design Plus
  3. 3.Parkside Dental
  4. 4.Smile Design Express
  5. 5.Smile Design & Co
Google AI Overview
  1. 1.Smile Design
  2. 2.Smile Design Plus
  3. 3.Parkside Dental
  4. 4.Smile Design Express
Query: “best dentists in Commerce accepting new patients”

Lawyers

100% agree
ChatGPT
  1. 1.Advocate Group
  2. 2.The Legal Shield
  3. 3.Sterling Law
  4. 4.Morrison Law
Perplexity
  1. 1.Advocate Group
  2. 2.The Legal Shield
  3. 3.Sterling Law
  4. 4.Morrison Law
Claude
  1. 1.Advocate Group
  2. 2.The Legal Shield
  3. 3.Sterling Law
  4. 4.Morrison Law
Google AI Overview
  1. 1.Advocate Group
  2. 2.The Legal Shield
  3. 3.Sterling Law
Query: “best lawyers in Commerce for personal injury”

Real Estate Agents

80% agree
ChatGPT
  1. 1.CityView Homes
  2. 2.Urban Nest
  3. 3.CityView Homes Pro
  4. 4.Urban Nest Express
  5. 5.Urban Nest & Co
Perplexity
  1. 1.CityView Homes
  2. 2.Urban Nest
  3. 3.CityView Homes Pro
  4. 4.Urban Nest Express
Claude
  1. 1.CityView Homes
  2. 2.Urban Nest
  3. 3.CityView Homes Pro
  4. 4.Urban Nest Express
Google AI Overview
  1. 1.CityView Homes
  2. 2.Urban Nest
  3. 3.CityView Homes Pro
Query: “top real estate agents in Commerce”

Personal Trainers

80% agree
ChatGPT
  1. 1.Iron Will Fitness
  2. 2.The Training Lab
  3. 3.Iron Will Fitness Pro
  4. 4.Elevate Training
Perplexity
  1. 1.Iron Will Fitness
  2. 2.The Training Lab
  3. 3.Iron Will Fitness Pro
  4. 4.Elevate Training
Claude
  1. 1.Iron Will Fitness
  2. 2.The Training Lab
  3. 3.Iron Will Fitness Pro
Google AI Overview
  1. 1.Iron Will Fitness
  2. 2.The Training Lab
  3. 3.Iron Will Fitness Pro
  4. 4.Elevate Training
  5. 5.Core Strength
Query: “best personal trainers in Commerce”

Hair Salons

100% agree
ChatGPT
  1. 1.Shear Elegance
  2. 2.Shear Elegance Plus
  3. 3.Bliss Hair
  4. 4.The Style Bar
Perplexity
  1. 1.Shear Elegance
  2. 2.Shear Elegance Plus
  3. 3.Bliss Hair
Claude
  1. 1.Shear Elegance
  2. 2.Shear Elegance Plus
  3. 3.Bliss Hair
Google AI Overview
  1. 1.Shear Elegance
  2. 2.Shear Elegance Plus
  3. 3.Bliss Hair
  4. 4.The Style Bar
Query: “best hair salons in Commerce”

Auto Mechanics

100% agree
ChatGPT
  1. 1.Reliable Auto
  2. 2.Reliable Auto Plus
  3. 3.Reliable Auto Pro
  4. 4.AllStar Automotive
Perplexity
  1. 1.Reliable Auto
  2. 2.Reliable Auto Plus
  3. 3.Reliable Auto Pro
  4. 4.AllStar Automotive
Claude
  1. 1.Reliable Auto
  2. 2.Reliable Auto Plus
  3. 3.Reliable Auto Pro
  4. 4.AllStar Automotive
Google AI Overview
  1. 1.Reliable Auto
  2. 2.Reliable Auto Plus
  3. 3.Reliable Auto Pro
  4. 4.AllStar Automotive
Query: “best auto mechanics in Commerce for honest repairs”

Commerce Sources That Feed AI Models

These are the Commerce sources AI models cite when recommending local businesses. High-importance sources have the most weight.

Reviews
high
Directory
high
Reviews
medium
Directory
low

Commerce Subreddits That Influence AI

63% of ChatGPT local recommendations cite Reddit. These are the Commerce subreddits AI models pull from most.

r/Commerce1K members

General Commerce discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Commerce

1
Claim & optimize Google Business Profileeasy

30 minutes

2
Claim Bing Places for Businesseasy

15 minutes

3
Claim your ChatGPT Business Hub listingeasy

15 minutes

4
Update Foursquare / Swarm listingeasy

15 minutes

View full 12-step checklist →

Check Your Business

Enter your business name. We check ChatGPT, Perplexity, Claude, and Google AI Overviews for your Commerce business. Free, no account required.

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Frequently Asked Questions

Why does ChatGPT recommend my competitor but not me in Commerce?
ChatGPT pulls from Reddit (especially r/Commerce), Yelp, Google, and local media like Yelp. More Reddit mentions, 50+ reviews at 4.5+ stars, or local press coverage all increase ranking. Only 1.2% of Commerce businesses get recommended.
How do I get my Commerce business listed in ChatGPT?
Six steps: 1) Claim Google Business Profile. 2) Claim Bing Places (ChatGPT uses Bing's index). 3) Claim your ChatGPT Business Hub listing at business.chatgpt.com. 4) Get 50+ reviews at 4.5-4.8 stars. 5) Earn Reddit mentions — 63% of ChatGPT local recs cite Reddit. 6) Add LocalBusiness schema and an llms.txt file to your site.
What is GEO and does my Commerce business need it?
GEO (Generative Engine Optimization) is SEO for AI search — ChatGPT, Perplexity, Google AI Overviews. 37% of consumers already use AI to find local businesses, growing 527% year-over-year. Most of it overlaps with regular SEO: complete profiles, reviews, structured data. If you do SEO, you're halfway there.
Does my Google ranking affect AI visibility in Commerce?
Yes. Google AI Overviews pull from search results. ChatGPT and Perplexity also use web search. Businesses with complete Google Business Profiles are 2.7x more likely to be recommended by AI. But AI also weights Reddit and structured data — a business ranked #10 on Google can appear #1 in ChatGPT with strong Reddit signal.
How do I show up in Perplexity for Commerce searches?
Perplexity cites web sources directly. Get mentioned in local media (Yelp, Google Maps), keep Yelp and Google profiles current, and build topical content on your site. Perplexity and ChatGPT only agree on 24% of local picks, so you need presence across multiple platforms.
What is the ChatGPT Business Hub?
OpenAI's official business directory at business.chatgpt.com. You verify your business name, address, hours, and website. It directly controls how ChatGPT presents your Commerce business. Free. Takes 15 minutes. Claim it.
Which Commerce sources do AI models cite most?
In Commerce, AI models most frequently cite: Yelp, Google Maps. Reddit threads from r/Commerce are disproportionately influential for ChatGPT. Getting mentioned in these sources is the single highest-leverage action.
How often do AI search results change for Commerce businesses?
It varies. ChatGPT with browsing: near real-time. Perplexity: live web search. Google AI Overviews: follows Google's index. Underlying model training data updates less frequently. Check monthly — ask each platform for recommendations in your category and screenshot the results.

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