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Does ChatGPT Recommend New Baltimore Businesses?

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

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Key Numbers for New Baltimore

  • • Only 1.2% of New Baltimore 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/NewBaltimore

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 Baltimore

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

Restaurants

100% agree
ChatGPT
  1. 1.Golden Fork
  2. 2.Bistro
  3. 3.Trattoria
Perplexity
  1. 1.Golden Fork
  2. 2.Bistro
  3. 3.Trattoria
  4. 4.Sage & Vine
Claude
  1. 1.Golden Fork
  2. 2.Bistro
  3. 3.Trattoria
  4. 4.Sage & Vine
Google AI Overview
  1. 1.Golden Fork
  2. 2.Bistro
  3. 3.Trattoria
  4. 4.Sage & Vine
Query: “best restaurants in New Baltimore”

Pizza

80% agree
ChatGPT
  1. 1.Dough & Co
  2. 2.Napoli
  3. 3.Pie Society
Perplexity
  1. 1.Dough & Co
  2. 2.Napoli
  3. 3.Pie Society
  4. 4.Brick Oven
  5. 5.Pie Society & Co
Claude
  1. 1.Dough & Co
  2. 2.Napoli
  3. 3.Pie Society
  4. 4.Brick Oven
Google AI Overview
  1. 1.Dough & Co
  2. 2.Napoli
  3. 3.Pie Society
Query: “best pizza in New Baltimore”

Coffee Shops

100% agree
ChatGPT
  1. 1.Drip
  2. 2.Morning Ritual
  3. 3.Brew Lab
  4. 4.Roast
Perplexity
  1. 1.Drip
  2. 2.Morning Ritual
  3. 3.Brew Lab
Claude
  1. 1.Drip
  2. 2.Morning Ritual
  3. 3.Brew Lab
  4. 4.Roast
Google AI Overview
  1. 1.Drip
  2. 2.Morning Ritual
  3. 3.Brew Lab
  4. 4.Roast
Query: “best coffee shops in New Baltimore”

Plumbers

75% agree
ChatGPT
  1. 1.First Call
  2. 2.TrueBlue Plumbing
  3. 3.First Call Pro
  4. 4.First Call Express
Perplexity
  1. 1.First Call
  2. 2.TrueBlue Plumbing
  3. 3.First Call Pro
Claude
  1. 1.First Call
  2. 2.TrueBlue Plumbing
  3. 3.First Call Pro
Google AI Overview
  1. 1.First Call
  2. 2.TrueBlue Plumbing
  3. 3.First Call Pro
Query: “best plumbers in New Baltimore for emergency repairs”

Dentists

75% agree
ChatGPT
  1. 1.Parkside Dental
  2. 2.Parkside Dental Plus
  3. 3.Premier Dentistry
Perplexity
  1. 1.Parkside Dental
  2. 2.Parkside Dental Plus
  3. 3.Premier Dentistry
  4. 4.Premier Dentistry Express
Claude
  1. 1.Parkside Dental
  2. 2.Parkside Dental Plus
  3. 3.Premier Dentistry
Google AI Overview
  1. 1.Parkside Dental
  2. 2.Parkside Dental Plus
  3. 3.Premier Dentistry
Query: “best dentists in New Baltimore accepting new patients”

Lawyers

80% agree
ChatGPT
  1. 1.Morrison Law
  2. 2.Justice Partners
  3. 3.The Legal Shield
  4. 4.Morrison Law Express
  5. 5.Morrison Law & Co
Perplexity
  1. 1.Morrison Law
  2. 2.Justice Partners
  3. 3.The Legal Shield
Claude
  1. 1.Morrison Law
  2. 2.Justice Partners
  3. 3.The Legal Shield
Google AI Overview
  1. 1.Morrison Law
  2. 2.Justice Partners
  3. 3.The Legal Shield
  4. 4.Morrison Law Express
Query: “best lawyers in New Baltimore for personal injury”

Real Estate Agents

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

Personal Trainers

80% agree
ChatGPT
  1. 1.Peak Performance
  2. 2.Core Strength
  3. 3.Elevate Training
  4. 4.Elevate Training Express
Perplexity
  1. 1.Peak Performance
  2. 2.Core Strength
  3. 3.Elevate Training
  4. 4.Elevate Training Express
  5. 5.Elevate Training & Co
Claude
  1. 1.Peak Performance
  2. 2.Core Strength
  3. 3.Elevate Training
  4. 4.Elevate Training Express
Google AI Overview
  1. 1.Peak Performance
  2. 2.Core Strength
  3. 3.Elevate Training
Query: “best personal trainers in New Baltimore”

Hair Salons

80% agree
ChatGPT
  1. 1.Strand Studio
  2. 2.The Color Room
  3. 3.Strand Studio Pro
  4. 4.Mane Street
Perplexity
  1. 1.Strand Studio
  2. 2.The Color Room
  3. 3.Strand Studio Pro
Claude
  1. 1.Strand Studio
  2. 2.The Color Room
  3. 3.Strand Studio Pro
Google AI Overview
  1. 1.Strand Studio
  2. 2.The Color Room
  3. 3.Strand Studio Pro
  4. 4.Mane Street
  5. 5.Bliss Hair
Query: “best hair salons in New Baltimore”

Auto Mechanics

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

New Baltimore Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

New Baltimore Subreddits That Influence AI

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

r/NewBaltimore1K members

General New Baltimore discussion

newsrestaurantsevents

How to Improve Your AI Visibility in New Baltimore

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 Baltimore business. Free, no account required.

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Frequently Asked Questions

Why does ChatGPT recommend my competitor but not me in New Baltimore?
ChatGPT pulls from Reddit (especially r/NewBaltimore), 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 Baltimore businesses get recommended.
How do I get my New Baltimore 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 Baltimore 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 Baltimore?
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 Baltimore 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 Baltimore business. Free. Takes 15 minutes. Claim it.
Which New Baltimore sources do AI models cite most?
In New Baltimore, AI models most frequently cite: Yelp, Google Maps. Reddit threads from r/NewBaltimore 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 Baltimore 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 Baltimore

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

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