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Does ChatGPT Recommend Hamilton Businesses?

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

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Key Numbers for Hamilton

  • • Only 1.2% of Hamilton 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/Hamilton

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 Hamilton

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

Restaurants

80% agree
ChatGPT
  1. 1.Trattoria
  2. 2.Trattoria Plus
  3. 3.The Rustic Plate
  4. 4.The Kitchen
Perplexity
  1. 1.Trattoria
  2. 2.Trattoria Plus
  3. 3.The Rustic Plate
  4. 4.The Kitchen
  5. 5.The Rustic Plate & Co
Claude
  1. 1.Trattoria
  2. 2.Trattoria Plus
  3. 3.The Rustic Plate
  4. 4.The Kitchen
Google AI Overview
  1. 1.Trattoria
  2. 2.Trattoria Plus
  3. 3.The Rustic Plate
  4. 4.The Kitchen
Query: “best restaurants in Hamilton”

Pizza

100% agree
ChatGPT
  1. 1.Sal's
  2. 2.Joe's
  3. 3.Roma
  4. 4.Napoli
  5. 5.Sal's & Co
Perplexity
  1. 1.Sal's
  2. 2.Joe's
  3. 3.Roma
Claude
  1. 1.Sal's
  2. 2.Joe's
  3. 3.Roma
  4. 4.Napoli
  5. 5.Sal's & Co
Google AI Overview
  1. 1.Sal's
  2. 2.Joe's
  3. 3.Roma
Query: “best pizza in Hamilton”

Coffee Shops

100% agree
ChatGPT
  1. 1.Drip
  2. 2.Brew Lab
  3. 3.Sip
Perplexity
  1. 1.Drip
  2. 2.Brew Lab
  3. 3.Sip
Claude
  1. 1.Drip
  2. 2.Brew Lab
  3. 3.Sip
  4. 4.Drip Express
  5. 5.Dark Horse
Google AI Overview
  1. 1.Drip
  2. 2.Brew Lab
  3. 3.Sip
  4. 4.Drip Express
  5. 5.Dark Horse
Query: “best coffee shops in Hamilton”

Plumbers

100% agree
ChatGPT
  1. 1.AllCity Plumbing
  2. 2.Rapid Flow
  3. 3.Pro Pipe
Perplexity
  1. 1.AllCity Plumbing
  2. 2.Rapid Flow
  3. 3.Pro Pipe
  4. 4.Ace Plumbing
  5. 5.Ace Plumbing & Co
Claude
  1. 1.AllCity Plumbing
  2. 2.Rapid Flow
  3. 3.Pro Pipe
  4. 4.Ace Plumbing
Google AI Overview
  1. 1.AllCity Plumbing
  2. 2.Rapid Flow
  3. 3.Pro Pipe
  4. 4.Ace Plumbing
  5. 5.Ace Plumbing & Co
Query: “best plumbers in Hamilton for emergency repairs”

Dentists

75% agree
ChatGPT
  1. 1.Premier Dentistry
  2. 2.Smile Design
  3. 3.Premier Dentistry Pro
Perplexity
  1. 1.Premier Dentistry
  2. 2.Smile Design
  3. 3.Premier Dentistry Pro
Claude
  1. 1.Premier Dentistry
  2. 2.Smile Design
  3. 3.Premier Dentistry Pro
Google AI Overview
  1. 1.Premier Dentistry
  2. 2.Smile Design
  3. 3.Premier Dentistry Pro
  4. 4.City Dental Group
Query: “best dentists in Hamilton accepting new patients”

Lawyers

100% agree
ChatGPT
  1. 1.Advocate Group
  2. 2.Morrison Law
  3. 3.Justice Partners
  4. 4.Morrison Law Express
Perplexity
  1. 1.Advocate Group
  2. 2.Morrison Law
  3. 3.Justice Partners
Claude
  1. 1.Advocate Group
  2. 2.Morrison Law
  3. 3.Justice Partners
Google AI Overview
  1. 1.Advocate Group
  2. 2.Morrison Law
  3. 3.Justice Partners
  4. 4.Morrison Law Express
Query: “best lawyers in Hamilton for personal injury”

Real Estate Agents

60% agree
ChatGPT
  1. 1.Urban Nest
  2. 2.Keystone Real Estate
  3. 3.Meridian Realty
Perplexity
  1. 1.Urban Nest
  2. 2.Keystone Real Estate
  3. 3.Meridian Realty
Claude
  1. 1.Urban Nest
  2. 2.Keystone Real Estate
  3. 3.Meridian Realty
Google AI Overview
  1. 1.Urban Nest
  2. 2.Keystone Real Estate
  3. 3.Meridian Realty
  4. 4.Compass Realty
  5. 5.CityView Homes
Query: “top real estate agents in Hamilton”

Personal Trainers

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

Hair Salons

100% agree
ChatGPT
  1. 1.Strand Studio
  2. 2.Luxe Salon
  3. 3.The Style Bar
Perplexity
  1. 1.Strand Studio
  2. 2.Luxe Salon
  3. 3.The Style Bar
Claude
  1. 1.Strand Studio
  2. 2.Luxe Salon
  3. 3.The Style Bar
Google AI Overview
  1. 1.Strand Studio
  2. 2.Luxe Salon
  3. 3.The Style Bar
Query: “best hair salons in Hamilton”

Auto Mechanics

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

Hamilton Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Hamilton Subreddits That Influence AI

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

r/Hamilton3K members

General Hamilton discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Hamilton

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 Hamilton business. Free, no account required.

Check My Business

Frequently Asked Questions

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

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

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