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Does ChatGPT Recommend Union Businesses?

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

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Key Numbers for Union

  • • Only 1.2% of Union 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/Union

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 Union

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

Restaurants

100% agree
ChatGPT
  1. 1.Golden Fork
  2. 2.The Rustic Plate
  3. 3.Golden Fork Pro
Perplexity
  1. 1.Golden Fork
  2. 2.The Rustic Plate
  3. 3.Golden Fork Pro
Claude
  1. 1.Golden Fork
  2. 2.The Rustic Plate
  3. 3.Golden Fork Pro
  4. 4.The Rustic Plate Express
Google AI Overview
  1. 1.Golden Fork
  2. 2.The Rustic Plate
  3. 3.Golden Fork Pro
  4. 4.The Rustic Plate Express
Query: “best restaurants in Union”

Pizza

75% agree
ChatGPT
  1. 1.Pie Society
  2. 2.Brick Oven
  3. 3.Dough & Co
Perplexity
  1. 1.Pie Society
  2. 2.Brick Oven
  3. 3.Dough & Co
Claude
  1. 1.Pie Society
  2. 2.Brick Oven
  3. 3.Dough & Co
  4. 4.Joe's
Google AI Overview
  1. 1.Pie Society
  2. 2.Brick Oven
  3. 3.Dough & Co
Query: “best pizza in Union”

Coffee Shops

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

Plumbers

80% agree
ChatGPT
  1. 1.AllCity Plumbing
  2. 2.Ace Plumbing
  3. 3.Ace Plumbing Pro
  4. 4.First Call
Perplexity
  1. 1.AllCity Plumbing
  2. 2.Ace Plumbing
  3. 3.Ace Plumbing Pro
  4. 4.First Call
  5. 5.TrueBlue Plumbing
Claude
  1. 1.AllCity Plumbing
  2. 2.Ace Plumbing
  3. 3.Ace Plumbing Pro
  4. 4.First Call
Google AI Overview
  1. 1.AllCity Plumbing
  2. 2.Ace Plumbing
  3. 3.Ace Plumbing Pro
Query: “best plumbers in Union for emergency repairs”

Dentists

80% agree
ChatGPT
  1. 1.City Dental Group
  2. 2.Smile Design
  3. 3.Gentle Care Dental
  4. 4.Smile Design Express
Perplexity
  1. 1.City Dental Group
  2. 2.Smile Design
  3. 3.Gentle Care Dental
  4. 4.Smile Design Express
Claude
  1. 1.City Dental Group
  2. 2.Smile Design
  3. 3.Gentle Care Dental
  4. 4.Smile Design Express
  5. 5.Smile Design & Co
Google AI Overview
  1. 1.City Dental Group
  2. 2.Smile Design
  3. 3.Gentle Care Dental
Query: “best dentists in Union accepting new patients”

Lawyers

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

Real Estate Agents

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

Personal Trainers

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

Hair Salons

100% agree
ChatGPT
  1. 1.Luxe Salon
  2. 2.Bliss Hair
  3. 3.The Color Room
  4. 4.The Style Bar
Perplexity
  1. 1.Luxe Salon
  2. 2.Bliss Hair
  3. 3.The Color Room
  4. 4.The Style Bar
Claude
  1. 1.Luxe Salon
  2. 2.Bliss Hair
  3. 3.The Color Room
Google AI Overview
  1. 1.Luxe Salon
  2. 2.Bliss Hair
  3. 3.The Color Room
Query: “best hair salons in Union”

Auto Mechanics

100% agree
ChatGPT
  1. 1.TrustWrench
  2. 2.Reliable Auto
  3. 3.Honest Auto
Perplexity
  1. 1.TrustWrench
  2. 2.Reliable Auto
  3. 3.Honest Auto
Claude
  1. 1.TrustWrench
  2. 2.Reliable Auto
  3. 3.Honest Auto
  4. 4.Precision Motors
  5. 5.Metro Auto Care
Google AI Overview
  1. 1.TrustWrench
  2. 2.Reliable Auto
  3. 3.Honest Auto
  4. 4.Precision Motors
  5. 5.Metro Auto Care
Query: “best auto mechanics in Union for honest repairs”

Union Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Union Subreddits That Influence AI

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

r/Union1K members

General Union discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Union

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 Union business. Free, no account required.

Check My Business

Frequently Asked Questions

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

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

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