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Does ChatGPT Recommend Lyndon Businesses?

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

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Key Numbers for Lyndon

  • • Only 1.2% of Lyndon 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/Lyndon

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 Lyndon

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

Restaurants

100% agree
ChatGPT
  1. 1.The Rustic Plate
  2. 2.Local Provisions
  3. 3.Harvest Table
  4. 4.Harvest Table Express
  5. 5.Local Provisions & Co
Perplexity
  1. 1.The Rustic Plate
  2. 2.Local Provisions
  3. 3.Harvest Table
  4. 4.Harvest Table Express
  5. 5.Local Provisions & Co
Claude
  1. 1.The Rustic Plate
  2. 2.Local Provisions
  3. 3.Harvest Table
  4. 4.Harvest Table Express
Google AI Overview
  1. 1.The Rustic Plate
  2. 2.Local Provisions
  3. 3.Harvest Table
  4. 4.Harvest Table Express
Query: “best restaurants in Lyndon”

Pizza

100% agree
ChatGPT
  1. 1.Roma
  2. 2.Pie Society
  3. 3.The Slice House
  4. 4.Sal's
  5. 5.Sal's & Co
Perplexity
  1. 1.Roma
  2. 2.Pie Society
  3. 3.The Slice House
  4. 4.Sal's
Claude
  1. 1.Roma
  2. 2.Pie Society
  3. 3.The Slice House
  4. 4.Sal's
Google AI Overview
  1. 1.Roma
  2. 2.Pie Society
  3. 3.The Slice House
  4. 4.Sal's
  5. 5.Sal's & Co
Query: “best pizza in Lyndon”

Coffee Shops

80% agree
ChatGPT
  1. 1.Brew Lab
  2. 2.Roast
  3. 3.Dark Horse
  4. 4.Sip
  5. 5.Morning Ritual
Perplexity
  1. 1.Brew Lab
  2. 2.Roast
  3. 3.Dark Horse
Claude
  1. 1.Brew Lab
  2. 2.Roast
  3. 3.Dark Horse
  4. 4.Sip
Google AI Overview
  1. 1.Brew Lab
  2. 2.Roast
  3. 3.Dark Horse
  4. 4.Sip
Query: “best coffee shops in Lyndon”

Plumbers

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

Dentists

100% agree
ChatGPT
  1. 1.Parkside Dental
  2. 2.Smile Design
  3. 3.Smile Design Pro
  4. 4.Premier Dentistry
  5. 5.Gentle Care Dental
Perplexity
  1. 1.Parkside Dental
  2. 2.Smile Design
  3. 3.Smile Design Pro
  4. 4.Premier Dentistry
  5. 5.Gentle Care Dental
Claude
  1. 1.Parkside Dental
  2. 2.Smile Design
  3. 3.Smile Design Pro
  4. 4.Premier Dentistry
  5. 5.Gentle Care Dental
Google AI Overview
  1. 1.Parkside Dental
  2. 2.Smile Design
  3. 3.Smile Design Pro
Query: “best dentists in Lyndon accepting new patients”

Lawyers

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

Real Estate Agents

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

Personal Trainers

80% agree
ChatGPT
  1. 1.The Training Lab
  2. 2.Peak Performance
  3. 3.Elevate Training
  4. 4.The Training Lab Express
Perplexity
  1. 1.The Training Lab
  2. 2.Peak Performance
  3. 3.Elevate Training
  4. 4.The Training Lab Express
Claude
  1. 1.The Training Lab
  2. 2.Peak Performance
  3. 3.Elevate Training
  4. 4.The Training Lab Express
  5. 5.FitLife Studio
Google AI Overview
  1. 1.The Training Lab
  2. 2.Peak Performance
  3. 3.Elevate Training
Query: “best personal trainers in Lyndon”

Hair Salons

100% agree
ChatGPT
  1. 1.The Color Room
  2. 2.The Style Bar
  3. 3.Shear Elegance
Perplexity
  1. 1.The Color Room
  2. 2.The Style Bar
  3. 3.Shear Elegance
  4. 4.Bliss Hair
  5. 5.Strand Studio
Claude
  1. 1.The Color Room
  2. 2.The Style Bar
  3. 3.Shear Elegance
  4. 4.Bliss Hair
  5. 5.Strand Studio
Google AI Overview
  1. 1.The Color Room
  2. 2.The Style Bar
  3. 3.Shear Elegance
  4. 4.Bliss Hair
  5. 5.Strand Studio
Query: “best hair salons in Lyndon”

Auto Mechanics

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

Lyndon Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Lyndon Subreddits That Influence AI

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

r/Lyndon1K members

General Lyndon discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Lyndon

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 Lyndon business. Free, no account required.

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Frequently Asked Questions

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

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

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