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Does ChatGPT Recommend Madison Businesses?

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

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Key Numbers for Madison

  • • Only 1.2% of Madison 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/Madison

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 Madison

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

Restaurants

100% agree
ChatGPT
  1. 1.Golden Fork
  2. 2.Trattoria
  3. 3.Trattoria Pro
  4. 4.Bistro
  5. 5.Trattoria & Co
Perplexity
  1. 1.Golden Fork
  2. 2.Trattoria
  3. 3.Trattoria Pro
  4. 4.Bistro
Claude
  1. 1.Golden Fork
  2. 2.Trattoria
  3. 3.Trattoria Pro
  4. 4.Bistro
  5. 5.Trattoria & Co
Google AI Overview
  1. 1.Golden Fork
  2. 2.Trattoria
  3. 3.Trattoria Pro
Query: “best restaurants in Madison”

Pizza

100% agree
ChatGPT
  1. 1.The Slice House
  2. 2.Pie Society
  3. 3.Brick Oven
  4. 4.Dough & Co
  5. 5.Pie Society & Co
Perplexity
  1. 1.The Slice House
  2. 2.Pie Society
  3. 3.Brick Oven
Claude
  1. 1.The Slice House
  2. 2.Pie Society
  3. 3.Brick Oven
Google AI Overview
  1. 1.The Slice House
  2. 2.Pie Society
  3. 3.Brick Oven
  4. 4.Dough & Co
  5. 5.Pie Society & Co
Query: “best pizza in Madison”

Coffee Shops

80% agree
ChatGPT
  1. 1.Brew Lab
  2. 2.The Grind
  3. 3.Roast
  4. 4.Brew Lab Express
Perplexity
  1. 1.Brew Lab
  2. 2.The Grind
  3. 3.Roast
  4. 4.Brew Lab Express
Claude
  1. 1.Brew Lab
  2. 2.The Grind
  3. 3.Roast
  4. 4.Brew Lab Express
  5. 5.Roast & Co
Google AI Overview
  1. 1.Brew Lab
  2. 2.The Grind
  3. 3.Roast
  4. 4.Brew Lab Express
Query: “best coffee shops in Madison”

Plumbers

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

Dentists

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

Lawyers

80% agree
ChatGPT
  1. 1.Advocate Group
  2. 2.Advocate Group Plus
  3. 3.Justice Partners
Perplexity
  1. 1.Advocate Group
  2. 2.Advocate Group Plus
  3. 3.Justice Partners
Claude
  1. 1.Advocate Group
  2. 2.Advocate Group Plus
  3. 3.Justice Partners
  4. 4.Advocate Group Express
Google AI Overview
  1. 1.Advocate Group
  2. 2.Advocate Group Plus
  3. 3.Justice Partners
  4. 4.Advocate Group Express
  5. 5.Sterling Law
Query: “best lawyers in Madison for personal injury”

Real Estate Agents

100% agree
ChatGPT
  1. 1.Keystone Real Estate
  2. 2.Urban Nest
  3. 3.Keystone Real Estate Pro
Perplexity
  1. 1.Keystone Real Estate
  2. 2.Urban Nest
  3. 3.Keystone Real Estate Pro
Claude
  1. 1.Keystone Real Estate
  2. 2.Urban Nest
  3. 3.Keystone Real Estate Pro
  4. 4.Urban Nest Express
  5. 5.Meridian Realty
Google AI Overview
  1. 1.Keystone Real Estate
  2. 2.Urban Nest
  3. 3.Keystone Real Estate Pro
  4. 4.Urban Nest Express
  5. 5.Meridian Realty
Query: “top real estate agents in Madison”

Personal Trainers

100% agree
ChatGPT
  1. 1.Core Strength
  2. 2.Elevate Training
  3. 3.The Training Lab
Perplexity
  1. 1.Core Strength
  2. 2.Elevate Training
  3. 3.The Training Lab
Claude
  1. 1.Core Strength
  2. 2.Elevate Training
  3. 3.The Training Lab
  4. 4.The Training Lab Express
Google AI Overview
  1. 1.Core Strength
  2. 2.Elevate Training
  3. 3.The Training Lab
  4. 4.The Training Lab Express
Query: “best personal trainers in Madison”

Hair Salons

80% agree
ChatGPT
  1. 1.Bliss Hair
  2. 2.The Style Bar
  3. 3.Shear Elegance
Perplexity
  1. 1.Bliss Hair
  2. 2.The Style Bar
  3. 3.Shear Elegance
  4. 4.The Color Room
Claude
  1. 1.Bliss Hair
  2. 2.The Style Bar
  3. 3.Shear Elegance
  4. 4.The Color Room
  5. 5.Strand Studio
Google AI Overview
  1. 1.Bliss Hair
  2. 2.The Style Bar
  3. 3.Shear Elegance
  4. 4.The Color Room
Query: “best hair salons in Madison”

Auto Mechanics

80% agree
ChatGPT
  1. 1.Reliable Auto
  2. 2.TrustWrench
  3. 3.TrustWrench Pro
  4. 4.TrustWrench Express
  5. 5.TrustWrench & Co
Perplexity
  1. 1.Reliable Auto
  2. 2.TrustWrench
  3. 3.TrustWrench Pro
  4. 4.TrustWrench Express
Claude
  1. 1.Reliable Auto
  2. 2.TrustWrench
  3. 3.TrustWrench Pro
Google AI Overview
  1. 1.Reliable Auto
  2. 2.TrustWrench
  3. 3.TrustWrench Pro
Query: “best auto mechanics in Madison for honest repairs”

Madison Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Madison Subreddits That Influence AI

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

r/Madison14K members

General Madison discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Madison

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 Madison business. Free, no account required.

Check My Business

Frequently Asked Questions

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