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Does ChatGPT Recommend Binghamton Businesses?

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

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Key Numbers for Binghamton

  • • Only 1.2% of Binghamton 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/Binghamton

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 Binghamton

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

Restaurants

100% agree
ChatGPT
  1. 1.The Kitchen
  2. 2.Harvest Table
  3. 3.Bistro
Perplexity
  1. 1.The Kitchen
  2. 2.Harvest Table
  3. 3.Bistro
  4. 4.The Kitchen Express
Claude
  1. 1.The Kitchen
  2. 2.Harvest Table
  3. 3.Bistro
  4. 4.The Kitchen Express
  5. 5.Harvest Table & Co
Google AI Overview
  1. 1.The Kitchen
  2. 2.Harvest Table
  3. 3.Bistro
  4. 4.The Kitchen Express
  5. 5.Harvest Table & Co
Query: “best restaurants in Binghamton”

Pizza

80% agree
ChatGPT
  1. 1.Dough & Co
  2. 2.Brick Oven
  3. 3.Joe's
  4. 4.Brick Oven Express
  5. 5.Roma
Perplexity
  1. 1.Dough & Co
  2. 2.Brick Oven
  3. 3.Joe's
  4. 4.Brick Oven Express
Claude
  1. 1.Dough & Co
  2. 2.Brick Oven
  3. 3.Joe's
  4. 4.Brick Oven Express
Google AI Overview
  1. 1.Dough & Co
  2. 2.Brick Oven
  3. 3.Joe's
  4. 4.Brick Oven Express
Query: “best pizza in Binghamton”

Coffee Shops

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

Plumbers

80% agree
ChatGPT
  1. 1.TrueBlue Plumbing
  2. 2.TrueBlue Plumbing Plus
  3. 3.Ace Plumbing
Perplexity
  1. 1.TrueBlue Plumbing
  2. 2.TrueBlue Plumbing Plus
  3. 3.Ace Plumbing
Claude
  1. 1.TrueBlue Plumbing
  2. 2.TrueBlue Plumbing Plus
  3. 3.Ace Plumbing
  4. 4.Rapid Flow
  5. 5.TrueBlue Plumbing & Co
Google AI Overview
  1. 1.TrueBlue Plumbing
  2. 2.TrueBlue Plumbing Plus
  3. 3.Ace Plumbing
  4. 4.Rapid Flow
Query: “best plumbers in Binghamton for emergency repairs”

Dentists

100% agree
ChatGPT
  1. 1.Bright Dental
  2. 2.Bright Dental Plus
  3. 3.Gentle Care Dental
Perplexity
  1. 1.Bright Dental
  2. 2.Bright Dental Plus
  3. 3.Gentle Care Dental
  4. 4.Bright Dental Express
  5. 5.Gentle Care Dental & Co
Claude
  1. 1.Bright Dental
  2. 2.Bright Dental Plus
  3. 3.Gentle Care Dental
  4. 4.Bright Dental Express
Google AI Overview
  1. 1.Bright Dental
  2. 2.Bright Dental Plus
  3. 3.Gentle Care Dental
  4. 4.Bright Dental Express
  5. 5.Gentle Care Dental & Co
Query: “best dentists in Binghamton accepting new patients”

Lawyers

100% agree
ChatGPT
  1. 1.Sterling Law
  2. 2.The Legal Shield
  3. 3.Pinnacle Law
  4. 4.Justice Partners
Perplexity
  1. 1.Sterling Law
  2. 2.The Legal Shield
  3. 3.Pinnacle Law
  4. 4.Justice Partners
Claude
  1. 1.Sterling Law
  2. 2.The Legal Shield
  3. 3.Pinnacle Law
Google AI Overview
  1. 1.Sterling Law
  2. 2.The Legal Shield
  3. 3.Pinnacle Law
  4. 4.Justice Partners
Query: “best lawyers in Binghamton for personal injury”

Real Estate Agents

80% agree
ChatGPT
  1. 1.NextHome
  2. 2.Meridian Realty
  3. 3.CityView Homes
Perplexity
  1. 1.NextHome
  2. 2.Meridian Realty
  3. 3.CityView Homes
  4. 4.Meridian Realty Express
Claude
  1. 1.NextHome
  2. 2.Meridian Realty
  3. 3.CityView Homes
  4. 4.Meridian Realty Express
  5. 5.NextHome & Co
Google AI Overview
  1. 1.NextHome
  2. 2.Meridian Realty
  3. 3.CityView Homes
Query: “top real estate agents in Binghamton”

Personal Trainers

60% agree
ChatGPT
  1. 1.Iron Will Fitness
  2. 2.Elevate Training
  3. 3.Core Strength
Perplexity
  1. 1.Iron Will Fitness
  2. 2.Elevate Training
  3. 3.Core Strength
Claude
  1. 1.Iron Will Fitness
  2. 2.Elevate Training
  3. 3.Core Strength
Google AI Overview
  1. 1.Iron Will Fitness
  2. 2.Elevate Training
  3. 3.Core Strength
  4. 4.Peak Performance
  5. 5.Elevate Training & Co
Query: “best personal trainers in Binghamton”

Hair Salons

100% agree
ChatGPT
  1. 1.Shear Elegance
  2. 2.The Color Room
  3. 3.Luxe Salon
Perplexity
  1. 1.Shear Elegance
  2. 2.The Color Room
  3. 3.Luxe Salon
  4. 4.Mane Street
  5. 5.Bliss Hair
Claude
  1. 1.Shear Elegance
  2. 2.The Color Room
  3. 3.Luxe Salon
  4. 4.Mane Street
  5. 5.Bliss Hair
Google AI Overview
  1. 1.Shear Elegance
  2. 2.The Color Room
  3. 3.Luxe Salon
Query: “best hair salons in Binghamton”

Auto Mechanics

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

Binghamton Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Binghamton Subreddits That Influence AI

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

r/Binghamton2K members

General Binghamton discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Binghamton

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 Binghamton business. Free, no account required.

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Frequently Asked Questions

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

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

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