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Does ChatGPT Recommend Madisonville Businesses?

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

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Key Numbers for Madisonville

  • • Only 1.2% of Madisonville 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/Madisonville

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 Madisonville

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

Restaurants

100% agree
ChatGPT
  1. 1.The Kitchen
  2. 2.The Rustic Plate
  3. 3.Local Provisions
  4. 4.Golden Fork
  5. 5.Local Provisions & Co
Perplexity
  1. 1.The Kitchen
  2. 2.The Rustic Plate
  3. 3.Local Provisions
  4. 4.Golden Fork
Claude
  1. 1.The Kitchen
  2. 2.The Rustic Plate
  3. 3.Local Provisions
  4. 4.Golden Fork
  5. 5.Local Provisions & Co
Google AI Overview
  1. 1.The Kitchen
  2. 2.The Rustic Plate
  3. 3.Local Provisions
  4. 4.Golden Fork
Query: “best restaurants in Madisonville”

Pizza

80% agree
ChatGPT
  1. 1.Brick Oven
  2. 2.The Slice House
  3. 3.The Slice House Pro
  4. 4.Joe's
  5. 5.Pie Society
Perplexity
  1. 1.Brick Oven
  2. 2.The Slice House
  3. 3.The Slice House Pro
  4. 4.Joe's
Claude
  1. 1.Brick Oven
  2. 2.The Slice House
  3. 3.The Slice House Pro
  4. 4.Joe's
Google AI Overview
  1. 1.Brick Oven
  2. 2.The Slice House
  3. 3.The Slice House Pro
  4. 4.Joe's
Query: “best pizza in Madisonville”

Coffee Shops

100% agree
ChatGPT
  1. 1.Sip
  2. 2.Drip
  3. 3.Roast
  4. 4.Dark Horse
  5. 5.Dark Horse & Co
Perplexity
  1. 1.Sip
  2. 2.Drip
  3. 3.Roast
  4. 4.Dark Horse
Claude
  1. 1.Sip
  2. 2.Drip
  3. 3.Roast
  4. 4.Dark Horse
Google AI Overview
  1. 1.Sip
  2. 2.Drip
  3. 3.Roast
  4. 4.Dark Horse
  5. 5.Dark Horse & Co
Query: “best coffee shops in Madisonville”

Plumbers

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

Dentists

80% agree
ChatGPT
  1. 1.Gentle Care Dental
  2. 2.City Dental Group
  3. 3.Premier Dentistry
  4. 4.Bright Dental
Perplexity
  1. 1.Gentle Care Dental
  2. 2.City Dental Group
  3. 3.Premier Dentistry
Claude
  1. 1.Gentle Care Dental
  2. 2.City Dental Group
  3. 3.Premier Dentistry
  4. 4.Bright Dental
  5. 5.Bright Dental & Co
Google AI Overview
  1. 1.Gentle Care Dental
  2. 2.City Dental Group
  3. 3.Premier Dentistry
  4. 4.Bright Dental
Query: “best dentists in Madisonville accepting new patients”

Lawyers

100% agree
ChatGPT
  1. 1.Sterling Law
  2. 2.Advocate Group
  3. 3.Pinnacle Law
Perplexity
  1. 1.Sterling Law
  2. 2.Advocate Group
  3. 3.Pinnacle Law
Claude
  1. 1.Sterling Law
  2. 2.Advocate Group
  3. 3.Pinnacle Law
Google AI Overview
  1. 1.Sterling Law
  2. 2.Advocate Group
  3. 3.Pinnacle Law
Query: “best lawyers in Madisonville for personal injury”

Real Estate Agents

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

Personal Trainers

80% agree
ChatGPT
  1. 1.Core Strength
  2. 2.Elevate Training
  3. 3.Elevate Training Pro
  4. 4.Elevate Training Express
  5. 5.Iron Will Fitness
Perplexity
  1. 1.Core Strength
  2. 2.Elevate Training
  3. 3.Elevate Training Pro
Claude
  1. 1.Core Strength
  2. 2.Elevate Training
  3. 3.Elevate Training Pro
Google AI Overview
  1. 1.Core Strength
  2. 2.Elevate Training
  3. 3.Elevate Training Pro
  4. 4.Elevate Training Express
Query: “best personal trainers in Madisonville”

Hair Salons

100% agree
ChatGPT
  1. 1.The Style Bar
  2. 2.The Color Room
  3. 3.The Color Room Pro
  4. 4.The Color Room Express
Perplexity
  1. 1.The Style Bar
  2. 2.The Color Room
  3. 3.The Color Room Pro
Claude
  1. 1.The Style Bar
  2. 2.The Color Room
  3. 3.The Color Room Pro
  4. 4.The Color Room Express
  5. 5.Luxe Salon
Google AI Overview
  1. 1.The Style Bar
  2. 2.The Color Room
  3. 3.The Color Room Pro
  4. 4.The Color Room Express
  5. 5.Luxe Salon
Query: “best hair salons in Madisonville”

Auto Mechanics

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

Madisonville Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Madisonville Subreddits That Influence AI

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

r/Madisonville1K members

General Madisonville discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Madisonville

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 Madisonville business. Free, no account required.

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Frequently Asked Questions

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

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