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Does ChatGPT Recommend East Lansing Businesses?

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

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Key Numbers for East Lansing

  • • Only 1.2% of East Lansing 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/EastLansing

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 East Lansing

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

Restaurants

80% agree
ChatGPT
  1. 1.Local Provisions
  2. 2.The Rustic Plate
  3. 3.Bistro
  4. 4.The Rustic Plate Express
  5. 5.Local Provisions & Co
Perplexity
  1. 1.Local Provisions
  2. 2.The Rustic Plate
  3. 3.Bistro
  4. 4.The Rustic Plate Express
Claude
  1. 1.Local Provisions
  2. 2.The Rustic Plate
  3. 3.Bistro
  4. 4.The Rustic Plate Express
Google AI Overview
  1. 1.Local Provisions
  2. 2.The Rustic Plate
  3. 3.Bistro
  4. 4.The Rustic Plate Express
Query: “best restaurants in East Lansing”

Pizza

100% agree
ChatGPT
  1. 1.Roma
  2. 2.Sal's
  3. 3.Joe's
Perplexity
  1. 1.Roma
  2. 2.Sal's
  3. 3.Joe's
  4. 4.The Slice House
  5. 5.Roma & Co
Claude
  1. 1.Roma
  2. 2.Sal's
  3. 3.Joe's
  4. 4.The Slice House
  5. 5.Roma & Co
Google AI Overview
  1. 1.Roma
  2. 2.Sal's
  3. 3.Joe's
Query: “best pizza in East Lansing”

Coffee Shops

100% agree
ChatGPT
  1. 1.The Grind
  2. 2.Morning Ritual
  3. 3.Dark Horse
Perplexity
  1. 1.The Grind
  2. 2.Morning Ritual
  3. 3.Dark Horse
Claude
  1. 1.The Grind
  2. 2.Morning Ritual
  3. 3.Dark Horse
  4. 4.Roast
Google AI Overview
  1. 1.The Grind
  2. 2.Morning Ritual
  3. 3.Dark Horse
  4. 4.Roast
Query: “best coffee shops in East Lansing”

Plumbers

100% agree
ChatGPT
  1. 1.Pro Pipe
  2. 2.TrueBlue Plumbing
  3. 3.AllCity Plumbing
  4. 4.Ace Plumbing
  5. 5.AllCity Plumbing & Co
Perplexity
  1. 1.Pro Pipe
  2. 2.TrueBlue Plumbing
  3. 3.AllCity Plumbing
Claude
  1. 1.Pro Pipe
  2. 2.TrueBlue Plumbing
  3. 3.AllCity Plumbing
  4. 4.Ace Plumbing
Google AI Overview
  1. 1.Pro Pipe
  2. 2.TrueBlue Plumbing
  3. 3.AllCity Plumbing
  4. 4.Ace Plumbing
  5. 5.AllCity Plumbing & Co
Query: “best plumbers in East Lansing for emergency repairs”

Dentists

80% agree
ChatGPT
  1. 1.Parkside Dental
  2. 2.Premier Dentistry
  3. 3.Gentle Care Dental
Perplexity
  1. 1.Parkside Dental
  2. 2.Premier Dentistry
  3. 3.Gentle Care Dental
  4. 4.City Dental Group
  5. 5.City Dental Group & Co
Claude
  1. 1.Parkside Dental
  2. 2.Premier Dentistry
  3. 3.Gentle Care Dental
  4. 4.City Dental Group
Google AI Overview
  1. 1.Parkside Dental
  2. 2.Premier Dentistry
  3. 3.Gentle Care Dental
  4. 4.City Dental Group
Query: “best dentists in East Lansing accepting new patients”

Lawyers

100% agree
ChatGPT
  1. 1.Morrison Law
  2. 2.Morrison Law Plus
  3. 3.Sterling Law
  4. 4.Advocate Group
Perplexity
  1. 1.Morrison Law
  2. 2.Morrison Law Plus
  3. 3.Sterling Law
  4. 4.Advocate Group
  5. 5.Pinnacle Law
Claude
  1. 1.Morrison Law
  2. 2.Morrison Law Plus
  3. 3.Sterling Law
  4. 4.Advocate Group
  5. 5.Pinnacle Law
Google AI Overview
  1. 1.Morrison Law
  2. 2.Morrison Law Plus
  3. 3.Sterling Law
  4. 4.Advocate Group
  5. 5.Pinnacle Law
Query: “best lawyers in East Lansing for personal injury”

Real Estate Agents

100% agree
ChatGPT
  1. 1.Compass Realty
  2. 2.Meridian Realty
  3. 3.Compass Realty Pro
Perplexity
  1. 1.Compass Realty
  2. 2.Meridian Realty
  3. 3.Compass Realty Pro
Claude
  1. 1.Compass Realty
  2. 2.Meridian Realty
  3. 3.Compass Realty Pro
Google AI Overview
  1. 1.Compass Realty
  2. 2.Meridian Realty
  3. 3.Compass Realty Pro
Query: “top real estate agents in East Lansing”

Personal Trainers

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

Hair Salons

80% agree
ChatGPT
  1. 1.The Style Bar
  2. 2.Bliss Hair
  3. 3.Luxe Salon
Perplexity
  1. 1.The Style Bar
  2. 2.Bliss Hair
  3. 3.Luxe Salon
Claude
  1. 1.The Style Bar
  2. 2.Bliss Hair
  3. 3.Luxe Salon
  4. 4.Strand Studio
  5. 5.The Color Room
Google AI Overview
  1. 1.The Style Bar
  2. 2.Bliss Hair
  3. 3.Luxe Salon
  4. 4.Strand Studio
Query: “best hair salons in East Lansing”

Auto Mechanics

100% agree
ChatGPT
  1. 1.Honest Auto
  2. 2.AllStar Automotive
  3. 3.Metro Auto Care
  4. 4.Reliable Auto
Perplexity
  1. 1.Honest Auto
  2. 2.AllStar Automotive
  3. 3.Metro Auto Care
  4. 4.Reliable Auto
Claude
  1. 1.Honest Auto
  2. 2.AllStar Automotive
  3. 3.Metro Auto Care
  4. 4.Reliable Auto
Google AI Overview
  1. 1.Honest Auto
  2. 2.AllStar Automotive
  3. 3.Metro Auto Care
  4. 4.Reliable Auto
Query: “best auto mechanics in East Lansing for honest repairs”

East Lansing Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

East Lansing Subreddits That Influence AI

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

r/EastLansing2K members

General East Lansing discussion

newsrestaurantsevents

How to Improve Your AI Visibility in East Lansing

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 East Lansing business. Free, no account required.

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Frequently Asked Questions

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

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

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