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Does ChatGPT Recommend Auburn Businesses?

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

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Key Numbers for Auburn

  • • Only 1.2% of Auburn 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/Auburn

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 Auburn

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

Restaurants

80% agree
ChatGPT
  1. 1.The Rustic Plate
  2. 2.Trattoria
  3. 3.Bistro
  4. 4.Golden Fork
Perplexity
  1. 1.The Rustic Plate
  2. 2.Trattoria
  3. 3.Bistro
Claude
  1. 1.The Rustic Plate
  2. 2.Trattoria
  3. 3.Bistro
Google AI Overview
  1. 1.The Rustic Plate
  2. 2.Trattoria
  3. 3.Bistro
  4. 4.Golden Fork
  5. 5.The Kitchen
Query: “best restaurants in Auburn”

Pizza

100% agree
ChatGPT
  1. 1.Brick Oven
  2. 2.Napoli
  3. 3.Pie Society
  4. 4.Dough & Co
  5. 5.Roma
Perplexity
  1. 1.Brick Oven
  2. 2.Napoli
  3. 3.Pie Society
  4. 4.Dough & Co
  5. 5.Roma
Claude
  1. 1.Brick Oven
  2. 2.Napoli
  3. 3.Pie Society
  4. 4.Dough & Co
  5. 5.Roma
Google AI Overview
  1. 1.Brick Oven
  2. 2.Napoli
  3. 3.Pie Society
  4. 4.Dough & Co
Query: “best pizza in Auburn”

Coffee Shops

100% agree
ChatGPT
  1. 1.The Bean Counter
  2. 2.Morning Ritual
  3. 3.Morning Ritual Pro
  4. 4.Morning Ritual Express
Perplexity
  1. 1.The Bean Counter
  2. 2.Morning Ritual
  3. 3.Morning Ritual Pro
  4. 4.Morning Ritual Express
  5. 5.Brew Lab
Claude
  1. 1.The Bean Counter
  2. 2.Morning Ritual
  3. 3.Morning Ritual Pro
Google AI Overview
  1. 1.The Bean Counter
  2. 2.Morning Ritual
  3. 3.Morning Ritual Pro
  4. 4.Morning Ritual Express
  5. 5.Brew Lab
Query: “best coffee shops in Auburn”

Plumbers

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

Dentists

100% agree
ChatGPT
  1. 1.Gentle Care Dental
  2. 2.Parkside Dental
  3. 3.Parkside Dental Pro
  4. 4.Gentle Care Dental Express
  5. 5.Gentle Care Dental & Co
Perplexity
  1. 1.Gentle Care Dental
  2. 2.Parkside Dental
  3. 3.Parkside Dental Pro
  4. 4.Gentle Care Dental Express
  5. 5.Gentle Care Dental & Co
Claude
  1. 1.Gentle Care Dental
  2. 2.Parkside Dental
  3. 3.Parkside Dental Pro
  4. 4.Gentle Care Dental Express
  5. 5.Gentle Care Dental & Co
Google AI Overview
  1. 1.Gentle Care Dental
  2. 2.Parkside Dental
  3. 3.Parkside Dental Pro
  4. 4.Gentle Care Dental Express
Query: “best dentists in Auburn accepting new patients”

Lawyers

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

Real Estate Agents

80% agree
ChatGPT
  1. 1.Meridian Realty
  2. 2.Meridian Realty Plus
  3. 3.Urban Nest
  4. 4.CityView Homes
Perplexity
  1. 1.Meridian Realty
  2. 2.Meridian Realty Plus
  3. 3.Urban Nest
  4. 4.CityView Homes
  5. 5.Keystone Real Estate
Claude
  1. 1.Meridian Realty
  2. 2.Meridian Realty Plus
  3. 3.Urban Nest
Google AI Overview
  1. 1.Meridian Realty
  2. 2.Meridian Realty Plus
  3. 3.Urban Nest
Query: “top real estate agents in Auburn”

Personal Trainers

100% agree
ChatGPT
  1. 1.Iron Will Fitness
  2. 2.Core Strength
  3. 3.Elevate Training
Perplexity
  1. 1.Iron Will Fitness
  2. 2.Core Strength
  3. 3.Elevate Training
  4. 4.Elevate Training Express
  5. 5.The Training Lab
Claude
  1. 1.Iron Will Fitness
  2. 2.Core Strength
  3. 3.Elevate Training
  4. 4.Elevate Training Express
  5. 5.The Training Lab
Google AI Overview
  1. 1.Iron Will Fitness
  2. 2.Core Strength
  3. 3.Elevate Training
Query: “best personal trainers in Auburn”

Hair Salons

100% agree
ChatGPT
  1. 1.Shear Elegance
  2. 2.Bliss Hair
  3. 3.The Style Bar
  4. 4.Shear Elegance Express
Perplexity
  1. 1.Shear Elegance
  2. 2.Bliss Hair
  3. 3.The Style Bar
  4. 4.Shear Elegance Express
Claude
  1. 1.Shear Elegance
  2. 2.Bliss Hair
  3. 3.The Style Bar
  4. 4.Shear Elegance Express
Google AI Overview
  1. 1.Shear Elegance
  2. 2.Bliss Hair
  3. 3.The Style Bar
  4. 4.Shear Elegance Express
Query: “best hair salons in Auburn”

Auto Mechanics

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

Auburn Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Auburn Subreddits That Influence AI

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

r/Auburn4K members

General Auburn discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Auburn

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 Auburn business. Free, no account required.

Check My Business

Frequently Asked Questions

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

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