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Does ChatGPT Recommend Carlisle Businesses?

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

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Key Numbers for Carlisle

  • • Only 1.2% of Carlisle 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/Carlisle

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 Carlisle

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

Restaurants

60% agree
ChatGPT
  1. 1.The Kitchen
  2. 2.The Rustic Plate
  3. 3.The Rustic Plate Pro
Perplexity
  1. 1.The Kitchen
  2. 2.The Rustic Plate
  3. 3.The Rustic Plate Pro
Claude
  1. 1.The Kitchen
  2. 2.The Rustic Plate
  3. 3.The Rustic Plate Pro
  4. 4.Trattoria
  5. 5.Bistro
Google AI Overview
  1. 1.The Kitchen
  2. 2.The Rustic Plate
  3. 3.The Rustic Plate Pro
Query: “best restaurants in Carlisle”

Pizza

100% agree
ChatGPT
  1. 1.The Slice House
  2. 2.Brick Oven
  3. 3.Dough & Co
Perplexity
  1. 1.The Slice House
  2. 2.Brick Oven
  3. 3.Dough & Co
  4. 4.Sal's
Claude
  1. 1.The Slice House
  2. 2.Brick Oven
  3. 3.Dough & Co
  4. 4.Sal's
Google AI Overview
  1. 1.The Slice House
  2. 2.Brick Oven
  3. 3.Dough & Co
  4. 4.Sal's
Query: “best pizza in Carlisle”

Coffee Shops

100% agree
ChatGPT
  1. 1.Roast
  2. 2.Drip
  3. 3.The Grind
  4. 4.Sip
Perplexity
  1. 1.Roast
  2. 2.Drip
  3. 3.The Grind
  4. 4.Sip
  5. 5.The Grind & Co
Claude
  1. 1.Roast
  2. 2.Drip
  3. 3.The Grind
  4. 4.Sip
Google AI Overview
  1. 1.Roast
  2. 2.Drip
  3. 3.The Grind
  4. 4.Sip
  5. 5.The Grind & Co
Query: “best coffee shops in Carlisle”

Plumbers

75% agree
ChatGPT
  1. 1.TrueBlue Plumbing
  2. 2.Ace Plumbing
  3. 3.Rapid Flow
Perplexity
  1. 1.TrueBlue Plumbing
  2. 2.Ace Plumbing
  3. 3.Rapid Flow
Claude
  1. 1.TrueBlue Plumbing
  2. 2.Ace Plumbing
  3. 3.Rapid Flow
  4. 4.First Call
Google AI Overview
  1. 1.TrueBlue Plumbing
  2. 2.Ace Plumbing
  3. 3.Rapid Flow
Query: “best plumbers in Carlisle for emergency repairs”

Dentists

100% agree
ChatGPT
  1. 1.Smile Design
  2. 2.Premier Dentistry
  3. 3.Bright Dental
  4. 4.Premier Dentistry Express
  5. 5.Smile Design & Co
Perplexity
  1. 1.Smile Design
  2. 2.Premier Dentistry
  3. 3.Bright Dental
  4. 4.Premier Dentistry Express
  5. 5.Smile Design & Co
Claude
  1. 1.Smile Design
  2. 2.Premier Dentistry
  3. 3.Bright Dental
  4. 4.Premier Dentistry Express
  5. 5.Smile Design & Co
Google AI Overview
  1. 1.Smile Design
  2. 2.Premier Dentistry
  3. 3.Bright Dental
  4. 4.Premier Dentistry Express
Query: “best dentists in Carlisle accepting new patients”

Lawyers

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

Real Estate Agents

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

Personal Trainers

100% agree
ChatGPT
  1. 1.Elevate Training
  2. 2.Core Strength
  3. 3.Peak Performance
  4. 4.The Training Lab
Perplexity
  1. 1.Elevate Training
  2. 2.Core Strength
  3. 3.Peak Performance
  4. 4.The Training Lab
  5. 5.Core Strength & Co
Claude
  1. 1.Elevate Training
  2. 2.Core Strength
  3. 3.Peak Performance
  4. 4.The Training Lab
  5. 5.Core Strength & Co
Google AI Overview
  1. 1.Elevate Training
  2. 2.Core Strength
  3. 3.Peak Performance
  4. 4.The Training Lab
Query: “best personal trainers in Carlisle”

Hair Salons

100% agree
ChatGPT
  1. 1.Mane Street
  2. 2.Luxe Salon
  3. 3.Mane Street Pro
  4. 4.Luxe Salon Express
  5. 5.The Style Bar
Perplexity
  1. 1.Mane Street
  2. 2.Luxe Salon
  3. 3.Mane Street Pro
  4. 4.Luxe Salon Express
  5. 5.The Style Bar
Claude
  1. 1.Mane Street
  2. 2.Luxe Salon
  3. 3.Mane Street Pro
  4. 4.Luxe Salon Express
  5. 5.The Style Bar
Google AI Overview
  1. 1.Mane Street
  2. 2.Luxe Salon
  3. 3.Mane Street Pro
  4. 4.Luxe Salon Express
  5. 5.The Style Bar
Query: “best hair salons in Carlisle”

Auto Mechanics

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

Carlisle Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Carlisle Subreddits That Influence AI

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

r/Carlisle1K members

General Carlisle discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Carlisle

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 Carlisle business. Free, no account required.

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Frequently Asked Questions

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

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