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Does ChatGPT Recommend Endicott Businesses?

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

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Key Numbers for Endicott

  • • Only 1.2% of Endicott 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/Endicott

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 Endicott

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

Restaurants

100% agree
ChatGPT
  1. 1.Bistro
  2. 2.Sage & Vine
  3. 3.Harvest Table
Perplexity
  1. 1.Bistro
  2. 2.Sage & Vine
  3. 3.Harvest Table
  4. 4.Trattoria
  5. 5.The Rustic Plate
Claude
  1. 1.Bistro
  2. 2.Sage & Vine
  3. 3.Harvest Table
  4. 4.Trattoria
  5. 5.The Rustic Plate
Google AI Overview
  1. 1.Bistro
  2. 2.Sage & Vine
  3. 3.Harvest Table
Query: “best restaurants in Endicott”

Pizza

60% agree
ChatGPT
  1. 1.Napoli
  2. 2.Pie Society
  3. 3.Dough & Co
  4. 4.Roma
  5. 5.Joe's
Perplexity
  1. 1.Napoli
  2. 2.Pie Society
  3. 3.Dough & Co
Claude
  1. 1.Napoli
  2. 2.Pie Society
  3. 3.Dough & Co
Google AI Overview
  1. 1.Napoli
  2. 2.Pie Society
  3. 3.Dough & Co
Query: “best pizza in Endicott”

Coffee Shops

75% agree
ChatGPT
  1. 1.The Bean Counter
  2. 2.Brew Lab
  3. 3.The Bean Counter Pro
Perplexity
  1. 1.The Bean Counter
  2. 2.Brew Lab
  3. 3.The Bean Counter Pro
Claude
  1. 1.The Bean Counter
  2. 2.Brew Lab
  3. 3.The Bean Counter Pro
Google AI Overview
  1. 1.The Bean Counter
  2. 2.Brew Lab
  3. 3.The Bean Counter Pro
  4. 4.The Grind
Query: “best coffee shops in Endicott”

Plumbers

100% agree
ChatGPT
  1. 1.AllCity Plumbing
  2. 2.TrueBlue Plumbing
  3. 3.Metro Plumbing
Perplexity
  1. 1.AllCity Plumbing
  2. 2.TrueBlue Plumbing
  3. 3.Metro Plumbing
  4. 4.TrueBlue Plumbing Express
  5. 5.Pro Pipe
Claude
  1. 1.AllCity Plumbing
  2. 2.TrueBlue Plumbing
  3. 3.Metro Plumbing
  4. 4.TrueBlue Plumbing Express
Google AI Overview
  1. 1.AllCity Plumbing
  2. 2.TrueBlue Plumbing
  3. 3.Metro Plumbing
  4. 4.TrueBlue Plumbing Express
  5. 5.Pro Pipe
Query: “best plumbers in Endicott for emergency repairs”

Dentists

60% agree
ChatGPT
  1. 1.Bright Dental
  2. 2.Premier Dentistry
  3. 3.Gentle Care Dental
Perplexity
  1. 1.Bright Dental
  2. 2.Premier Dentistry
  3. 3.Gentle Care Dental
Claude
  1. 1.Bright Dental
  2. 2.Premier Dentistry
  3. 3.Gentle Care Dental
Google AI Overview
  1. 1.Bright Dental
  2. 2.Premier Dentistry
  3. 3.Gentle Care Dental
  4. 4.City Dental Group
  5. 5.Bright Dental & Co
Query: “best dentists in Endicott accepting new patients”

Lawyers

80% agree
ChatGPT
  1. 1.The Legal Shield
  2. 2.Sterling Law
  3. 3.Advocate Group
  4. 4.Morrison Law
Perplexity
  1. 1.The Legal Shield
  2. 2.Sterling Law
  3. 3.Advocate Group
  4. 4.Morrison Law
Claude
  1. 1.The Legal Shield
  2. 2.Sterling Law
  3. 3.Advocate Group
  4. 4.Morrison Law
  5. 5.Pinnacle Law
Google AI Overview
  1. 1.The Legal Shield
  2. 2.Sterling Law
  3. 3.Advocate Group
  4. 4.Morrison Law
Query: “best lawyers in Endicott for personal injury”

Real Estate Agents

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

Personal Trainers

80% agree
ChatGPT
  1. 1.Core Strength
  2. 2.Iron Will Fitness
  3. 3.FitLife Studio
  4. 4.Peak Performance
  5. 5.Iron Will Fitness & Co
Perplexity
  1. 1.Core Strength
  2. 2.Iron Will Fitness
  3. 3.FitLife Studio
  4. 4.Peak Performance
Claude
  1. 1.Core Strength
  2. 2.Iron Will Fitness
  3. 3.FitLife Studio
Google AI Overview
  1. 1.Core Strength
  2. 2.Iron Will Fitness
  3. 3.FitLife Studio
  4. 4.Peak Performance
Query: “best personal trainers in Endicott”

Hair Salons

80% agree
ChatGPT
  1. 1.Strand Studio
  2. 2.The Style Bar
  3. 3.Bliss Hair
  4. 4.Mane Street
  5. 5.Luxe Salon
Perplexity
  1. 1.Strand Studio
  2. 2.The Style Bar
  3. 3.Bliss Hair
Claude
  1. 1.Strand Studio
  2. 2.The Style Bar
  3. 3.Bliss Hair
  4. 4.Mane Street
Google AI Overview
  1. 1.Strand Studio
  2. 2.The Style Bar
  3. 3.Bliss Hair
Query: “best hair salons in Endicott”

Auto Mechanics

100% agree
ChatGPT
  1. 1.Reliable Auto
  2. 2.Metro Auto Care
  3. 3.Reliable Auto Pro
Perplexity
  1. 1.Reliable Auto
  2. 2.Metro Auto Care
  3. 3.Reliable Auto Pro
Claude
  1. 1.Reliable Auto
  2. 2.Metro Auto Care
  3. 3.Reliable Auto Pro
Google AI Overview
  1. 1.Reliable Auto
  2. 2.Metro Auto Care
  3. 3.Reliable Auto Pro
Query: “best auto mechanics in Endicott for honest repairs”

Endicott Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Endicott Subreddits That Influence AI

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

r/Endicott1K members

General Endicott discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Endicott

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 Endicott business. Free, no account required.

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Frequently Asked Questions

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

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

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