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Does ChatGPT Recommend London Businesses?

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

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Key Numbers for London

  • • Only 1.2% of London 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/London

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 London

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

Restaurants

80% agree
ChatGPT
  1. 1.Sage & Vine
  2. 2.The Rustic Plate
  3. 3.The Rustic Plate Pro
Perplexity
  1. 1.Sage & Vine
  2. 2.The Rustic Plate
  3. 3.The Rustic Plate Pro
  4. 4.Harvest Table
Claude
  1. 1.Sage & Vine
  2. 2.The Rustic Plate
  3. 3.The Rustic Plate Pro
  4. 4.Harvest Table
Google AI Overview
  1. 1.Sage & Vine
  2. 2.The Rustic Plate
  3. 3.The Rustic Plate Pro
  4. 4.Harvest Table
  5. 5.Harvest Table & Co
Query: “best restaurants in London”

Pizza

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

Coffee Shops

100% agree
ChatGPT
  1. 1.Dark Horse
  2. 2.Drip
  3. 3.Roast
Perplexity
  1. 1.Dark Horse
  2. 2.Drip
  3. 3.Roast
Claude
  1. 1.Dark Horse
  2. 2.Drip
  3. 3.Roast
  4. 4.The Grind
Google AI Overview
  1. 1.Dark Horse
  2. 2.Drip
  3. 3.Roast
  4. 4.The Grind
Query: “best coffee shops in London”

Plumbers

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

Dentists

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

Lawyers

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

Real Estate Agents

75% agree
ChatGPT
  1. 1.Meridian Realty
  2. 2.CityView Homes
  3. 3.Meridian Realty Pro
  4. 4.Urban Nest
Perplexity
  1. 1.Meridian Realty
  2. 2.CityView Homes
  3. 3.Meridian Realty Pro
Claude
  1. 1.Meridian Realty
  2. 2.CityView Homes
  3. 3.Meridian Realty Pro
Google AI Overview
  1. 1.Meridian Realty
  2. 2.CityView Homes
  3. 3.Meridian Realty Pro
Query: “top real estate agents in London”

Personal Trainers

100% agree
ChatGPT
  1. 1.Core Strength
  2. 2.Iron Will Fitness
  3. 3.FitLife Studio
  4. 4.Core Strength Express
  5. 5.Iron Will Fitness & Co
Perplexity
  1. 1.Core Strength
  2. 2.Iron Will Fitness
  3. 3.FitLife Studio
  4. 4.Core Strength Express
Claude
  1. 1.Core Strength
  2. 2.Iron Will Fitness
  3. 3.FitLife Studio
Google AI Overview
  1. 1.Core Strength
  2. 2.Iron Will Fitness
  3. 3.FitLife Studio
  4. 4.Core Strength Express
  5. 5.Iron Will Fitness & Co
Query: “best personal trainers in London”

Hair Salons

100% agree
ChatGPT
  1. 1.Strand Studio
  2. 2.Bliss Hair
  3. 3.The Style Bar
Perplexity
  1. 1.Strand Studio
  2. 2.Bliss Hair
  3. 3.The Style Bar
  4. 4.Mane Street
  5. 5.Strand Studio & Co
Claude
  1. 1.Strand Studio
  2. 2.Bliss Hair
  3. 3.The Style Bar
  4. 4.Mane Street
  5. 5.Strand Studio & Co
Google AI Overview
  1. 1.Strand Studio
  2. 2.Bliss Hair
  3. 3.The Style Bar
  4. 4.Mane Street
  5. 5.Strand Studio & Co
Query: “best hair salons in London”

Auto Mechanics

80% agree
ChatGPT
  1. 1.AllStar Automotive
  2. 2.Precision Motors
  3. 3.Reliable Auto
Perplexity
  1. 1.AllStar Automotive
  2. 2.Precision Motors
  3. 3.Reliable Auto
  4. 4.Precision Motors Express
  5. 5.Reliable Auto & Co
Claude
  1. 1.AllStar Automotive
  2. 2.Precision Motors
  3. 3.Reliable Auto
Google AI Overview
  1. 1.AllStar Automotive
  2. 2.Precision Motors
  3. 3.Reliable Auto
  4. 4.Precision Motors Express
Query: “best auto mechanics in London for honest repairs”

London Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

London Subreddits That Influence AI

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

r/London1K members

General London discussion

newsrestaurantsevents

How to Improve Your AI Visibility in London

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 London business. Free, no account required.

Check My Business

Frequently Asked Questions

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

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

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