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Does ChatGPT Recommend York Businesses?

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

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Key Numbers for York

  • • Only 1.2% of York 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/York

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 York

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

Restaurants

80% agree
ChatGPT
  1. 1.Golden Fork
  2. 2.Bistro
  3. 3.Golden Fork Pro
  4. 4.Trattoria
Perplexity
  1. 1.Golden Fork
  2. 2.Bistro
  3. 3.Golden Fork Pro
Claude
  1. 1.Golden Fork
  2. 2.Bistro
  3. 3.Golden Fork Pro
  4. 4.Trattoria
  5. 5.Golden Fork & Co
Google AI Overview
  1. 1.Golden Fork
  2. 2.Bistro
  3. 3.Golden Fork Pro
Query: “best restaurants in York”

Pizza

80% agree
ChatGPT
  1. 1.Roma
  2. 2.Napoli
  3. 3.Pie Society
  4. 4.Sal's
Perplexity
  1. 1.Roma
  2. 2.Napoli
  3. 3.Pie Society
  4. 4.Sal's
Claude
  1. 1.Roma
  2. 2.Napoli
  3. 3.Pie Society
  4. 4.Sal's
  5. 5.Sal's & Co
Google AI Overview
  1. 1.Roma
  2. 2.Napoli
  3. 3.Pie Society
  4. 4.Sal's
Query: “best pizza in York”

Coffee Shops

100% agree
ChatGPT
  1. 1.Dark Horse
  2. 2.Sip
  3. 3.Sip Pro
  4. 4.Roast
Perplexity
  1. 1.Dark Horse
  2. 2.Sip
  3. 3.Sip Pro
Claude
  1. 1.Dark Horse
  2. 2.Sip
  3. 3.Sip Pro
  4. 4.Roast
Google AI Overview
  1. 1.Dark Horse
  2. 2.Sip
  3. 3.Sip Pro
Query: “best coffee shops in York”

Plumbers

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

Dentists

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

Lawyers

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

Real Estate Agents

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

Personal Trainers

100% agree
ChatGPT
  1. 1.Core Strength
  2. 2.Peak Performance
  3. 3.Peak Performance Pro
Perplexity
  1. 1.Core Strength
  2. 2.Peak Performance
  3. 3.Peak Performance Pro
Claude
  1. 1.Core Strength
  2. 2.Peak Performance
  3. 3.Peak Performance Pro
  4. 4.Core Strength Express
Google AI Overview
  1. 1.Core Strength
  2. 2.Peak Performance
  3. 3.Peak Performance Pro
  4. 4.Core Strength Express
Query: “best personal trainers in York”

Hair Salons

80% agree
ChatGPT
  1. 1.Bliss Hair
  2. 2.Shear Elegance
  3. 3.Strand Studio
Perplexity
  1. 1.Bliss Hair
  2. 2.Shear Elegance
  3. 3.Strand Studio
  4. 4.Strand Studio Express
  5. 5.Strand Studio & Co
Claude
  1. 1.Bliss Hair
  2. 2.Shear Elegance
  3. 3.Strand Studio
  4. 4.Strand Studio Express
Google AI Overview
  1. 1.Bliss Hair
  2. 2.Shear Elegance
  3. 3.Strand Studio
  4. 4.Strand Studio Express
Query: “best hair salons in York”

Auto Mechanics

75% agree
ChatGPT
  1. 1.Metro Auto Care
  2. 2.Reliable Auto
  3. 3.Reliable Auto Pro
Perplexity
  1. 1.Metro Auto Care
  2. 2.Reliable Auto
  3. 3.Reliable Auto Pro
Claude
  1. 1.Metro Auto Care
  2. 2.Reliable Auto
  3. 3.Reliable Auto Pro
Google AI Overview
  1. 1.Metro Auto Care
  2. 2.Reliable Auto
  3. 3.Reliable Auto Pro
  4. 4.Precision Motors
Query: “best auto mechanics in York for honest repairs”

York Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

York Subreddits That Influence AI

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

r/York2K members

General York discussion

newsrestaurantsevents

How to Improve Your AI Visibility in York

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 York business. Free, no account required.

Check My Business

Frequently Asked Questions

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

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

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