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Does ChatGPT Recommend Scranton Businesses?

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

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Key Numbers for Scranton

  • • Only 1.2% of Scranton 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/Scranton

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 Scranton

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

Restaurants

80% agree
ChatGPT
  1. 1.The Rustic Plate
  2. 2.The Rustic Plate Plus
  3. 3.Sage & Vine
Perplexity
  1. 1.The Rustic Plate
  2. 2.The Rustic Plate Plus
  3. 3.Sage & Vine
  4. 4.The Kitchen
  5. 5.Harvest Table
Claude
  1. 1.The Rustic Plate
  2. 2.The Rustic Plate Plus
  3. 3.Sage & Vine
Google AI Overview
  1. 1.The Rustic Plate
  2. 2.The Rustic Plate Plus
  3. 3.Sage & Vine
  4. 4.The Kitchen
Query: “best restaurants in Scranton”

Pizza

100% agree
ChatGPT
  1. 1.Joe's
  2. 2.Dough & Co
  3. 3.Joe's Pro
  4. 4.Dough & Co Express
  5. 5.Roma
Perplexity
  1. 1.Joe's
  2. 2.Dough & Co
  3. 3.Joe's Pro
  4. 4.Dough & Co Express
Claude
  1. 1.Joe's
  2. 2.Dough & Co
  3. 3.Joe's Pro
  4. 4.Dough & Co Express
  5. 5.Roma
Google AI Overview
  1. 1.Joe's
  2. 2.Dough & Co
  3. 3.Joe's Pro
  4. 4.Dough & Co Express
  5. 5.Roma
Query: “best pizza in Scranton”

Coffee Shops

80% agree
ChatGPT
  1. 1.Drip
  2. 2.The Grind
  3. 3.Morning Ritual
Perplexity
  1. 1.Drip
  2. 2.The Grind
  3. 3.Morning Ritual
  4. 4.Drip Express
  5. 5.The Grind & Co
Claude
  1. 1.Drip
  2. 2.The Grind
  3. 3.Morning Ritual
  4. 4.Drip Express
Google AI Overview
  1. 1.Drip
  2. 2.The Grind
  3. 3.Morning Ritual
Query: “best coffee shops in Scranton”

Plumbers

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

Dentists

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

Lawyers

80% agree
ChatGPT
  1. 1.Pinnacle Law
  2. 2.Justice Partners
  3. 3.Sterling Law
  4. 4.Advocate Group
  5. 5.Sterling Law & Co
Perplexity
  1. 1.Pinnacle Law
  2. 2.Justice Partners
  3. 3.Sterling Law
  4. 4.Advocate Group
Claude
  1. 1.Pinnacle Law
  2. 2.Justice Partners
  3. 3.Sterling Law
  4. 4.Advocate Group
Google AI Overview
  1. 1.Pinnacle Law
  2. 2.Justice Partners
  3. 3.Sterling Law
Query: “best lawyers in Scranton for personal injury”

Real Estate Agents

100% agree
ChatGPT
  1. 1.Compass Realty
  2. 2.Compass Realty Plus
  3. 3.Compass Realty Pro
  4. 4.NextHome
  5. 5.Urban Nest
Perplexity
  1. 1.Compass Realty
  2. 2.Compass Realty Plus
  3. 3.Compass Realty Pro
  4. 4.NextHome
  5. 5.Urban Nest
Claude
  1. 1.Compass Realty
  2. 2.Compass Realty Plus
  3. 3.Compass Realty Pro
  4. 4.NextHome
  5. 5.Urban Nest
Google AI Overview
  1. 1.Compass Realty
  2. 2.Compass Realty Plus
  3. 3.Compass Realty Pro
  4. 4.NextHome
Query: “top real estate agents in Scranton”

Personal Trainers

80% agree
ChatGPT
  1. 1.Peak Performance
  2. 2.Iron Will Fitness
  3. 3.Iron Will Fitness Pro
  4. 4.Elevate Training
  5. 5.The Training Lab
Perplexity
  1. 1.Peak Performance
  2. 2.Iron Will Fitness
  3. 3.Iron Will Fitness Pro
  4. 4.Elevate Training
Claude
  1. 1.Peak Performance
  2. 2.Iron Will Fitness
  3. 3.Iron Will Fitness Pro
Google AI Overview
  1. 1.Peak Performance
  2. 2.Iron Will Fitness
  3. 3.Iron Will Fitness Pro
  4. 4.Elevate Training
Query: “best personal trainers in Scranton”

Hair Salons

75% agree
ChatGPT
  1. 1.Strand Studio
  2. 2.Shear Elegance
  3. 3.Shear Elegance Pro
Perplexity
  1. 1.Strand Studio
  2. 2.Shear Elegance
  3. 3.Shear Elegance Pro
Claude
  1. 1.Strand Studio
  2. 2.Shear Elegance
  3. 3.Shear Elegance Pro
  4. 4.Strand Studio Express
Google AI Overview
  1. 1.Strand Studio
  2. 2.Shear Elegance
  3. 3.Shear Elegance Pro
Query: “best hair salons in Scranton”

Auto Mechanics

80% agree
ChatGPT
  1. 1.Reliable Auto
  2. 2.Metro Auto Care
  3. 3.Honest Auto
  4. 4.TrustWrench
Perplexity
  1. 1.Reliable Auto
  2. 2.Metro Auto Care
  3. 3.Honest Auto
Claude
  1. 1.Reliable Auto
  2. 2.Metro Auto Care
  3. 3.Honest Auto
  4. 4.TrustWrench
  5. 5.Precision Motors
Google AI Overview
  1. 1.Reliable Auto
  2. 2.Metro Auto Care
  3. 3.Honest Auto
Query: “best auto mechanics in Scranton for honest repairs”

Scranton Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Scranton Subreddits That Influence AI

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

r/Scranton4K members

General Scranton discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Scranton

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 Scranton business. Free, no account required.

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Frequently Asked Questions

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

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

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