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Does ChatGPT Recommend New Carrollton Businesses?

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

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Key Numbers for New Carrollton

  • • Only 1.2% of New Carrollton 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/NewCarrollton

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 New Carrollton

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

Restaurants

100% agree
ChatGPT
  1. 1.Golden Fork
  2. 2.The Rustic Plate
  3. 3.The Rustic Plate Pro
  4. 4.Harvest Table
  5. 5.Trattoria
Perplexity
  1. 1.Golden Fork
  2. 2.The Rustic Plate
  3. 3.The Rustic Plate Pro
  4. 4.Harvest Table
  5. 5.Trattoria
Claude
  1. 1.Golden Fork
  2. 2.The Rustic Plate
  3. 3.The Rustic Plate Pro
  4. 4.Harvest Table
  5. 5.Trattoria
Google AI Overview
  1. 1.Golden Fork
  2. 2.The Rustic Plate
  3. 3.The Rustic Plate Pro
  4. 4.Harvest Table
  5. 5.Trattoria
Query: “best restaurants in New Carrollton”

Pizza

80% agree
ChatGPT
  1. 1.Pie Society
  2. 2.Pie Society Plus
  3. 3.Pie Society Pro
  4. 4.The Slice House
Perplexity
  1. 1.Pie Society
  2. 2.Pie Society Plus
  3. 3.Pie Society Pro
  4. 4.The Slice House
  5. 5.Sal's
Claude
  1. 1.Pie Society
  2. 2.Pie Society Plus
  3. 3.Pie Society Pro
  4. 4.The Slice House
Google AI Overview
  1. 1.Pie Society
  2. 2.Pie Society Plus
  3. 3.Pie Society Pro
Query: “best pizza in New Carrollton”

Coffee Shops

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

Plumbers

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

Dentists

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

Lawyers

60% agree
ChatGPT
  1. 1.Pinnacle Law
  2. 2.Sterling Law
  3. 3.The Legal Shield
Perplexity
  1. 1.Pinnacle Law
  2. 2.Sterling Law
  3. 3.The Legal Shield
  4. 4.Justice Partners
  5. 5.Advocate Group
Claude
  1. 1.Pinnacle Law
  2. 2.Sterling Law
  3. 3.The Legal Shield
Google AI Overview
  1. 1.Pinnacle Law
  2. 2.Sterling Law
  3. 3.The Legal Shield
Query: “best lawyers in New Carrollton for personal injury”

Real Estate Agents

80% agree
ChatGPT
  1. 1.NextHome
  2. 2.Urban Nest
  3. 3.Urban Nest Pro
  4. 4.NextHome Express
Perplexity
  1. 1.NextHome
  2. 2.Urban Nest
  3. 3.Urban Nest Pro
  4. 4.NextHome Express
Claude
  1. 1.NextHome
  2. 2.Urban Nest
  3. 3.Urban Nest Pro
  4. 4.NextHome Express
Google AI Overview
  1. 1.NextHome
  2. 2.Urban Nest
  3. 3.Urban Nest Pro
  4. 4.NextHome Express
  5. 5.CityView Homes
Query: “top real estate agents in New Carrollton”

Personal Trainers

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

Hair Salons

60% agree
ChatGPT
  1. 1.The Style Bar
  2. 2.Shear Elegance
  3. 3.Shear Elegance Pro
  4. 4.Strand Studio
  5. 5.Bliss Hair
Perplexity
  1. 1.The Style Bar
  2. 2.Shear Elegance
  3. 3.Shear Elegance Pro
Claude
  1. 1.The Style Bar
  2. 2.Shear Elegance
  3. 3.Shear Elegance Pro
Google AI Overview
  1. 1.The Style Bar
  2. 2.Shear Elegance
  3. 3.Shear Elegance Pro
Query: “best hair salons in New Carrollton”

Auto Mechanics

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

New Carrollton Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

New Carrollton Subreddits That Influence AI

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

r/NewCarrollton1K members

General New Carrollton discussion

newsrestaurantsevents

How to Improve Your AI Visibility in New Carrollton

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 New Carrollton business. Free, no account required.

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Frequently Asked Questions

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

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