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Does ChatGPT Recommend Carrollton Businesses?

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

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Key Numbers for Carrollton

  • • Only 1.2% of Carrollton 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/Carrollton

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 Carrollton

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

Restaurants

80% agree
ChatGPT
  1. 1.Golden Fork
  2. 2.The Kitchen
  3. 3.The Rustic Plate
  4. 4.Local Provisions
Perplexity
  1. 1.Golden Fork
  2. 2.The Kitchen
  3. 3.The Rustic Plate
Claude
  1. 1.Golden Fork
  2. 2.The Kitchen
  3. 3.The Rustic Plate
  4. 4.Local Provisions
Google AI Overview
  1. 1.Golden Fork
  2. 2.The Kitchen
  3. 3.The Rustic Plate
  4. 4.Local Provisions
  5. 5.The Kitchen & Co
Query: “best restaurants in Carrollton”

Pizza

100% agree
ChatGPT
  1. 1.The Slice House
  2. 2.Sal's
  3. 3.Roma
Perplexity
  1. 1.The Slice House
  2. 2.Sal's
  3. 3.Roma
  4. 4.Dough & Co
  5. 5.Roma & Co
Claude
  1. 1.The Slice House
  2. 2.Sal's
  3. 3.Roma
  4. 4.Dough & Co
  5. 5.Roma & Co
Google AI Overview
  1. 1.The Slice House
  2. 2.Sal's
  3. 3.Roma
  4. 4.Dough & Co
Query: “best pizza in Carrollton”

Coffee Shops

100% agree
ChatGPT
  1. 1.Dark Horse
  2. 2.Brew Lab
  3. 3.The Bean Counter
  4. 4.The Grind
  5. 5.Brew Lab & Co
Perplexity
  1. 1.Dark Horse
  2. 2.Brew Lab
  3. 3.The Bean Counter
Claude
  1. 1.Dark Horse
  2. 2.Brew Lab
  3. 3.The Bean Counter
  4. 4.The Grind
Google AI Overview
  1. 1.Dark Horse
  2. 2.Brew Lab
  3. 3.The Bean Counter
  4. 4.The Grind
  5. 5.Brew Lab & Co
Query: “best coffee shops in Carrollton”

Plumbers

75% agree
ChatGPT
  1. 1.Pro Pipe
  2. 2.Rapid Flow
  3. 3.Pro Pipe Pro
Perplexity
  1. 1.Pro Pipe
  2. 2.Rapid Flow
  3. 3.Pro Pipe Pro
Claude
  1. 1.Pro Pipe
  2. 2.Rapid Flow
  3. 3.Pro Pipe Pro
  4. 4.Rapid Flow Express
Google AI Overview
  1. 1.Pro Pipe
  2. 2.Rapid Flow
  3. 3.Pro Pipe Pro
Query: “best plumbers in Carrollton for emergency repairs”

Dentists

100% agree
ChatGPT
  1. 1.Premier Dentistry
  2. 2.Bright Dental
  3. 3.Parkside Dental
  4. 4.Premier Dentistry Express
Perplexity
  1. 1.Premier Dentistry
  2. 2.Bright Dental
  3. 3.Parkside Dental
Claude
  1. 1.Premier Dentistry
  2. 2.Bright Dental
  3. 3.Parkside Dental
Google AI Overview
  1. 1.Premier Dentistry
  2. 2.Bright Dental
  3. 3.Parkside Dental
  4. 4.Premier Dentistry Express
Query: “best dentists in Carrollton accepting new patients”

Lawyers

80% agree
ChatGPT
  1. 1.Morrison Law
  2. 2.Pinnacle Law
  3. 3.The Legal Shield
  4. 4.The Legal Shield Express
Perplexity
  1. 1.Morrison Law
  2. 2.Pinnacle Law
  3. 3.The Legal Shield
  4. 4.The Legal Shield Express
Claude
  1. 1.Morrison Law
  2. 2.Pinnacle Law
  3. 3.The Legal Shield
  4. 4.The Legal Shield Express
  5. 5.Advocate Group
Google AI Overview
  1. 1.Morrison Law
  2. 2.Pinnacle Law
  3. 3.The Legal Shield
  4. 4.The Legal Shield Express
Query: “best lawyers in Carrollton for personal injury”

Real Estate Agents

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

Personal Trainers

100% agree
ChatGPT
  1. 1.FitLife Studio
  2. 2.The Training Lab
  3. 3.Peak Performance
  4. 4.Peak Performance Express
  5. 5.Iron Will Fitness
Perplexity
  1. 1.FitLife Studio
  2. 2.The Training Lab
  3. 3.Peak Performance
  4. 4.Peak Performance Express
Claude
  1. 1.FitLife Studio
  2. 2.The Training Lab
  3. 3.Peak Performance
Google AI Overview
  1. 1.FitLife Studio
  2. 2.The Training Lab
  3. 3.Peak Performance
  4. 4.Peak Performance Express
  5. 5.Iron Will Fitness
Query: “best personal trainers in Carrollton”

Hair Salons

80% agree
ChatGPT
  1. 1.Mane Street
  2. 2.The Color Room
  3. 3.Shear Elegance
  4. 4.Bliss Hair
  5. 5.The Color Room & Co
Perplexity
  1. 1.Mane Street
  2. 2.The Color Room
  3. 3.Shear Elegance
Claude
  1. 1.Mane Street
  2. 2.The Color Room
  3. 3.Shear Elegance
Google AI Overview
  1. 1.Mane Street
  2. 2.The Color Room
  3. 3.Shear Elegance
  4. 4.Bliss Hair
Query: “best hair salons in Carrollton”

Auto Mechanics

80% agree
ChatGPT
  1. 1.TrustWrench
  2. 2.Metro Auto Care
  3. 3.Metro Auto Care Pro
  4. 4.Reliable Auto
Perplexity
  1. 1.TrustWrench
  2. 2.Metro Auto Care
  3. 3.Metro Auto Care Pro
  4. 4.Reliable Auto
  5. 5.AllStar Automotive
Claude
  1. 1.TrustWrench
  2. 2.Metro Auto Care
  3. 3.Metro Auto Care Pro
Google AI Overview
  1. 1.TrustWrench
  2. 2.Metro Auto Care
  3. 3.Metro Auto Care Pro
  4. 4.Reliable Auto
Query: “best auto mechanics in Carrollton for honest repairs”

Carrollton Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Carrollton Subreddits That Influence AI

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

r/Carrollton7K members

General Carrollton discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Carrollton

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 Carrollton business. Free, no account required.

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Frequently Asked Questions

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