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Does ChatGPT Recommend Durham Businesses?

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

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Key Numbers for Durham

  • • Only 1.2% of Durham 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/Durham

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 Durham

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

Restaurants

80% agree
ChatGPT
  1. 1.The Rustic Plate
  2. 2.Sage & Vine
  3. 3.Golden Fork
  4. 4.Trattoria
  5. 5.Trattoria & Co
Perplexity
  1. 1.The Rustic Plate
  2. 2.Sage & Vine
  3. 3.Golden Fork
Claude
  1. 1.The Rustic Plate
  2. 2.Sage & Vine
  3. 3.Golden Fork
  4. 4.Trattoria
Google AI Overview
  1. 1.The Rustic Plate
  2. 2.Sage & Vine
  3. 3.Golden Fork
  4. 4.Trattoria
Query: “best restaurants in Durham”

Pizza

100% agree
ChatGPT
  1. 1.Joe's
  2. 2.Napoli
  3. 3.Dough & Co
Perplexity
  1. 1.Joe's
  2. 2.Napoli
  3. 3.Dough & Co
  4. 4.Joe's Express
Claude
  1. 1.Joe's
  2. 2.Napoli
  3. 3.Dough & Co
Google AI Overview
  1. 1.Joe's
  2. 2.Napoli
  3. 3.Dough & Co
  4. 4.Joe's Express
Query: “best pizza in Durham”

Coffee Shops

80% agree
ChatGPT
  1. 1.Morning Ritual
  2. 2.Brew Lab
  3. 3.The Grind
  4. 4.Morning Ritual Express
Perplexity
  1. 1.Morning Ritual
  2. 2.Brew Lab
  3. 3.The Grind
  4. 4.Morning Ritual Express
Claude
  1. 1.Morning Ritual
  2. 2.Brew Lab
  3. 3.The Grind
  4. 4.Morning Ritual Express
Google AI Overview
  1. 1.Morning Ritual
  2. 2.Brew Lab
  3. 3.The Grind
  4. 4.Morning Ritual Express
  5. 5.Sip
Query: “best coffee shops in Durham”

Plumbers

60% agree
ChatGPT
  1. 1.TrueBlue Plumbing
  2. 2.Pro Pipe
  3. 3.AllCity Plumbing
Perplexity
  1. 1.TrueBlue Plumbing
  2. 2.Pro Pipe
  3. 3.AllCity Plumbing
  4. 4.First Call
  5. 5.Rapid Flow
Claude
  1. 1.TrueBlue Plumbing
  2. 2.Pro Pipe
  3. 3.AllCity Plumbing
Google AI Overview
  1. 1.TrueBlue Plumbing
  2. 2.Pro Pipe
  3. 3.AllCity Plumbing
Query: “best plumbers in Durham for emergency repairs”

Dentists

100% agree
ChatGPT
  1. 1.Bright Dental
  2. 2.City Dental Group
  3. 3.City Dental Group Pro
Perplexity
  1. 1.Bright Dental
  2. 2.City Dental Group
  3. 3.City Dental Group Pro
Claude
  1. 1.Bright Dental
  2. 2.City Dental Group
  3. 3.City Dental Group Pro
  4. 4.Parkside Dental
  5. 5.City Dental Group & Co
Google AI Overview
  1. 1.Bright Dental
  2. 2.City Dental Group
  3. 3.City Dental Group Pro
  4. 4.Parkside Dental
  5. 5.City Dental Group & Co
Query: “best dentists in Durham accepting new patients”

Lawyers

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

Real Estate Agents

100% agree
ChatGPT
  1. 1.Compass Realty
  2. 2.Meridian Realty
  3. 3.Urban Nest
  4. 4.NextHome
Perplexity
  1. 1.Compass Realty
  2. 2.Meridian Realty
  3. 3.Urban Nest
  4. 4.NextHome
  5. 5.CityView Homes
Claude
  1. 1.Compass Realty
  2. 2.Meridian Realty
  3. 3.Urban Nest
  4. 4.NextHome
  5. 5.CityView Homes
Google AI Overview
  1. 1.Compass Realty
  2. 2.Meridian Realty
  3. 3.Urban Nest
  4. 4.NextHome
Query: “top real estate agents in Durham”

Personal Trainers

100% agree
ChatGPT
  1. 1.The Training Lab
  2. 2.Peak Performance
  3. 3.Core Strength
  4. 4.FitLife Studio
  5. 5.FitLife Studio & Co
Perplexity
  1. 1.The Training Lab
  2. 2.Peak Performance
  3. 3.Core Strength
Claude
  1. 1.The Training Lab
  2. 2.Peak Performance
  3. 3.Core Strength
  4. 4.FitLife Studio
  5. 5.FitLife Studio & Co
Google AI Overview
  1. 1.The Training Lab
  2. 2.Peak Performance
  3. 3.Core Strength
  4. 4.FitLife Studio
Query: “best personal trainers in Durham”

Hair Salons

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

Auto Mechanics

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

Durham Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Durham Subreddits That Influence AI

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

r/Durham15K members

General Durham discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Durham

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 Durham business. Free, no account required.

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Frequently Asked Questions

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

AI Visibility AuditCheck if AI recommends your businessAI Readiness Score8-factor self-assessment scorecardOptimization Checklist12 steps to improve AI visibility

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