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Does ChatGPT Recommend Essex Junction Businesses?

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

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Key Numbers for Essex Junction

  • • Only 1.2% of Essex Junction 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/EssexJunction

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 Essex Junction

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

Restaurants

80% agree
ChatGPT
  1. 1.Sage & Vine
  2. 2.The Kitchen
  3. 3.The Kitchen Pro
Perplexity
  1. 1.Sage & Vine
  2. 2.The Kitchen
  3. 3.The Kitchen Pro
Claude
  1. 1.Sage & Vine
  2. 2.The Kitchen
  3. 3.The Kitchen Pro
  4. 4.Local Provisions
Google AI Overview
  1. 1.Sage & Vine
  2. 2.The Kitchen
  3. 3.The Kitchen Pro
  4. 4.Local Provisions
  5. 5.Sage & Vine & Co
Query: “best restaurants in Essex Junction”

Pizza

80% agree
ChatGPT
  1. 1.Joe's
  2. 2.Joe's Plus
  3. 3.Brick Oven
  4. 4.Sal's
  5. 5.Sal's & Co
Perplexity
  1. 1.Joe's
  2. 2.Joe's Plus
  3. 3.Brick Oven
Claude
  1. 1.Joe's
  2. 2.Joe's Plus
  3. 3.Brick Oven
Google AI Overview
  1. 1.Joe's
  2. 2.Joe's Plus
  3. 3.Brick Oven
  4. 4.Sal's
Query: “best pizza in Essex Junction”

Coffee Shops

80% agree
ChatGPT
  1. 1.The Bean Counter
  2. 2.Roast
  3. 3.Sip
  4. 4.Dark Horse
  5. 5.Dark Horse & Co
Perplexity
  1. 1.The Bean Counter
  2. 2.Roast
  3. 3.Sip
  4. 4.Dark Horse
Claude
  1. 1.The Bean Counter
  2. 2.Roast
  3. 3.Sip
  4. 4.Dark Horse
Google AI Overview
  1. 1.The Bean Counter
  2. 2.Roast
  3. 3.Sip
  4. 4.Dark Horse
Query: “best coffee shops in Essex Junction”

Plumbers

100% agree
ChatGPT
  1. 1.AllCity Plumbing
  2. 2.AllCity Plumbing Plus
  3. 3.AllCity Plumbing Pro
  4. 4.AllCity Plumbing Express
Perplexity
  1. 1.AllCity Plumbing
  2. 2.AllCity Plumbing Plus
  3. 3.AllCity Plumbing Pro
  4. 4.AllCity Plumbing Express
  5. 5.First Call
Claude
  1. 1.AllCity Plumbing
  2. 2.AllCity Plumbing Plus
  3. 3.AllCity Plumbing Pro
  4. 4.AllCity Plumbing Express
  5. 5.First Call
Google AI Overview
  1. 1.AllCity Plumbing
  2. 2.AllCity Plumbing Plus
  3. 3.AllCity Plumbing Pro
  4. 4.AllCity Plumbing Express
Query: “best plumbers in Essex Junction for emergency repairs”

Dentists

80% agree
ChatGPT
  1. 1.Smile Design
  2. 2.City Dental Group
  3. 3.Parkside Dental
  4. 4.Parkside Dental Express
  5. 5.City Dental Group & Co
Perplexity
  1. 1.Smile Design
  2. 2.City Dental Group
  3. 3.Parkside Dental
Claude
  1. 1.Smile Design
  2. 2.City Dental Group
  3. 3.Parkside Dental
  4. 4.Parkside Dental Express
Google AI Overview
  1. 1.Smile Design
  2. 2.City Dental Group
  3. 3.Parkside Dental
Query: “best dentists in Essex Junction accepting new patients”

Lawyers

75% agree
ChatGPT
  1. 1.Pinnacle Law
  2. 2.Advocate Group
  3. 3.Morrison Law
Perplexity
  1. 1.Pinnacle Law
  2. 2.Advocate Group
  3. 3.Morrison Law
  4. 4.Justice Partners
Claude
  1. 1.Pinnacle Law
  2. 2.Advocate Group
  3. 3.Morrison Law
Google AI Overview
  1. 1.Pinnacle Law
  2. 2.Advocate Group
  3. 3.Morrison Law
Query: “best lawyers in Essex Junction for personal injury”

Real Estate Agents

80% agree
ChatGPT
  1. 1.Urban Nest
  2. 2.Meridian Realty
  3. 3.Compass Realty
  4. 4.Keystone Real Estate
Perplexity
  1. 1.Urban Nest
  2. 2.Meridian Realty
  3. 3.Compass Realty
  4. 4.Keystone Real Estate
  5. 5.Urban Nest & Co
Claude
  1. 1.Urban Nest
  2. 2.Meridian Realty
  3. 3.Compass Realty
  4. 4.Keystone Real Estate
Google AI Overview
  1. 1.Urban Nest
  2. 2.Meridian Realty
  3. 3.Compass Realty
Query: “top real estate agents in Essex Junction”

Personal Trainers

100% agree
ChatGPT
  1. 1.FitLife Studio
  2. 2.Iron Will Fitness
  3. 3.Peak Performance
  4. 4.Core Strength
  5. 5.Elevate Training
Perplexity
  1. 1.FitLife Studio
  2. 2.Iron Will Fitness
  3. 3.Peak Performance
Claude
  1. 1.FitLife Studio
  2. 2.Iron Will Fitness
  3. 3.Peak Performance
  4. 4.Core Strength
Google AI Overview
  1. 1.FitLife Studio
  2. 2.Iron Will Fitness
  3. 3.Peak Performance
  4. 4.Core Strength
  5. 5.Elevate Training
Query: “best personal trainers in Essex Junction”

Hair Salons

80% agree
ChatGPT
  1. 1.Bliss Hair
  2. 2.Mane Street
  3. 3.The Color Room
  4. 4.Mane Street Express
Perplexity
  1. 1.Bliss Hair
  2. 2.Mane Street
  3. 3.The Color Room
  4. 4.Mane Street Express
  5. 5.Shear Elegance
Claude
  1. 1.Bliss Hair
  2. 2.Mane Street
  3. 3.The Color Room
Google AI Overview
  1. 1.Bliss Hair
  2. 2.Mane Street
  3. 3.The Color Room
Query: “best hair salons in Essex Junction”

Auto Mechanics

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

Essex Junction Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Essex Junction Subreddits That Influence AI

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

r/EssexJunction1K members

General Essex Junction discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Essex Junction

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 Essex Junction business. Free, no account required.

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Frequently Asked Questions

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

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

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