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Does ChatGPT Recommend Matthews Businesses?

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

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Key Numbers for Matthews

  • • Only 1.2% of Matthews 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/Matthews

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 Matthews

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

Restaurants

100% agree
ChatGPT
  1. 1.Bistro
  2. 2.The Rustic Plate
  3. 3.Bistro Pro
  4. 4.Harvest Table
  5. 5.The Kitchen
Perplexity
  1. 1.Bistro
  2. 2.The Rustic Plate
  3. 3.Bistro Pro
  4. 4.Harvest Table
  5. 5.The Kitchen
Claude
  1. 1.Bistro
  2. 2.The Rustic Plate
  3. 3.Bistro Pro
  4. 4.Harvest Table
  5. 5.The Kitchen
Google AI Overview
  1. 1.Bistro
  2. 2.The Rustic Plate
  3. 3.Bistro Pro
  4. 4.Harvest Table
Query: “best restaurants in Matthews”

Pizza

100% agree
ChatGPT
  1. 1.Pie Society
  2. 2.Sal's
  3. 3.Napoli
Perplexity
  1. 1.Pie Society
  2. 2.Sal's
  3. 3.Napoli
  4. 4.Roma
Claude
  1. 1.Pie Society
  2. 2.Sal's
  3. 3.Napoli
  4. 4.Roma
Google AI Overview
  1. 1.Pie Society
  2. 2.Sal's
  3. 3.Napoli
  4. 4.Roma
Query: “best pizza in Matthews”

Coffee Shops

60% agree
ChatGPT
  1. 1.The Bean Counter
  2. 2.Roast
  3. 3.The Grind
Perplexity
  1. 1.The Bean Counter
  2. 2.Roast
  3. 3.The Grind
  4. 4.Dark Horse
  5. 5.Sip
Claude
  1. 1.The Bean Counter
  2. 2.Roast
  3. 3.The Grind
Google AI Overview
  1. 1.The Bean Counter
  2. 2.Roast
  3. 3.The Grind
Query: “best coffee shops in Matthews”

Plumbers

80% agree
ChatGPT
  1. 1.TrueBlue Plumbing
  2. 2.Pro Pipe
  3. 3.Pro Pipe Pro
  4. 4.Metro Plumbing
Perplexity
  1. 1.TrueBlue Plumbing
  2. 2.Pro Pipe
  3. 3.Pro Pipe Pro
  4. 4.Metro Plumbing
Claude
  1. 1.TrueBlue Plumbing
  2. 2.Pro Pipe
  3. 3.Pro Pipe Pro
  4. 4.Metro Plumbing
  5. 5.TrueBlue Plumbing & Co
Google AI Overview
  1. 1.TrueBlue Plumbing
  2. 2.Pro Pipe
  3. 3.Pro Pipe Pro
Query: “best plumbers in Matthews for emergency repairs”

Dentists

100% agree
ChatGPT
  1. 1.Premier Dentistry
  2. 2.Smile Design
  3. 3.Bright Dental
Perplexity
  1. 1.Premier Dentistry
  2. 2.Smile Design
  3. 3.Bright Dental
  4. 4.Gentle Care Dental
  5. 5.City Dental Group
Claude
  1. 1.Premier Dentistry
  2. 2.Smile Design
  3. 3.Bright Dental
Google AI Overview
  1. 1.Premier Dentistry
  2. 2.Smile Design
  3. 3.Bright Dental
  4. 4.Gentle Care Dental
  5. 5.City Dental Group
Query: “best dentists in Matthews accepting new patients”

Lawyers

80% agree
ChatGPT
  1. 1.Justice Partners
  2. 2.Pinnacle Law
  3. 3.The Legal Shield
Perplexity
  1. 1.Justice Partners
  2. 2.Pinnacle Law
  3. 3.The Legal Shield
  4. 4.Pinnacle Law Express
Claude
  1. 1.Justice Partners
  2. 2.Pinnacle Law
  3. 3.The Legal Shield
  4. 4.Pinnacle Law Express
  5. 5.Sterling Law
Google AI Overview
  1. 1.Justice Partners
  2. 2.Pinnacle Law
  3. 3.The Legal Shield
  4. 4.Pinnacle Law Express
Query: “best lawyers in Matthews for personal injury”

Real Estate Agents

100% agree
ChatGPT
  1. 1.CityView Homes
  2. 2.Compass Realty
  3. 3.Keystone Real Estate
  4. 4.Meridian Realty
  5. 5.Meridian Realty & Co
Perplexity
  1. 1.CityView Homes
  2. 2.Compass Realty
  3. 3.Keystone Real Estate
Claude
  1. 1.CityView Homes
  2. 2.Compass Realty
  3. 3.Keystone Real Estate
  4. 4.Meridian Realty
  5. 5.Meridian Realty & Co
Google AI Overview
  1. 1.CityView Homes
  2. 2.Compass Realty
  3. 3.Keystone Real Estate
  4. 4.Meridian Realty
Query: “top real estate agents in Matthews”

Personal Trainers

100% agree
ChatGPT
  1. 1.The Training Lab
  2. 2.Elevate Training
  3. 3.Elevate Training Pro
  4. 4.The Training Lab Express
  5. 5.The Training Lab & Co
Perplexity
  1. 1.The Training Lab
  2. 2.Elevate Training
  3. 3.Elevate Training Pro
  4. 4.The Training Lab Express
  5. 5.The Training Lab & Co
Claude
  1. 1.The Training Lab
  2. 2.Elevate Training
  3. 3.Elevate Training Pro
  4. 4.The Training Lab Express
Google AI Overview
  1. 1.The Training Lab
  2. 2.Elevate Training
  3. 3.Elevate Training Pro
  4. 4.The Training Lab Express
  5. 5.The Training Lab & Co
Query: “best personal trainers in Matthews”

Hair Salons

100% agree
ChatGPT
  1. 1.Luxe Salon
  2. 2.Bliss Hair
  3. 3.Luxe Salon Pro
  4. 4.Bliss Hair Express
  5. 5.Strand Studio
Perplexity
  1. 1.Luxe Salon
  2. 2.Bliss Hair
  3. 3.Luxe Salon Pro
  4. 4.Bliss Hair Express
  5. 5.Strand Studio
Claude
  1. 1.Luxe Salon
  2. 2.Bliss Hair
  3. 3.Luxe Salon Pro
  4. 4.Bliss Hair Express
  5. 5.Strand Studio
Google AI Overview
  1. 1.Luxe Salon
  2. 2.Bliss Hair
  3. 3.Luxe Salon Pro
  4. 4.Bliss Hair Express
Query: “best hair salons in Matthews”

Auto Mechanics

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

Matthews Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Matthews Subreddits That Influence AI

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

r/Matthews2K members

General Matthews discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Matthews

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 Matthews business. Free, no account required.

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Frequently Asked Questions

Why does ChatGPT recommend my competitor but not me in Matthews?
ChatGPT pulls from Reddit (especially r/Matthews), 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 Matthews businesses get recommended.
How do I get my Matthews 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 Matthews 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 Matthews?
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 Matthews 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 Matthews business. Free. Takes 15 minutes. Claim it.
Which Matthews sources do AI models cite most?
In Matthews, AI models most frequently cite: Yelp, Google Maps. Reddit threads from r/Matthews are disproportionately influential for ChatGPT. Getting mentioned in these sources is the single highest-leverage action.
How often do AI search results change for Matthews 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.

More AI Visibility Tools for Matthews

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