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Does ChatGPT Recommend Lyons Businesses?

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

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Key Numbers for Lyons

  • • Only 1.2% of Lyons 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/Lyons

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 Lyons

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

Restaurants

100% agree
ChatGPT
  1. 1.Golden Fork
  2. 2.The Kitchen
  3. 3.Sage & Vine
  4. 4.Trattoria
  5. 5.Golden Fork & Co
Perplexity
  1. 1.Golden Fork
  2. 2.The Kitchen
  3. 3.Sage & Vine
  4. 4.Trattoria
  5. 5.Golden Fork & Co
Claude
  1. 1.Golden Fork
  2. 2.The Kitchen
  3. 3.Sage & Vine
  4. 4.Trattoria
Google AI Overview
  1. 1.Golden Fork
  2. 2.The Kitchen
  3. 3.Sage & Vine
  4. 4.Trattoria
Query: “best restaurants in Lyons”

Pizza

100% agree
ChatGPT
  1. 1.Joe's
  2. 2.Joe's Plus
  3. 3.Brick Oven
  4. 4.Joe's Express
Perplexity
  1. 1.Joe's
  2. 2.Joe's Plus
  3. 3.Brick Oven
Claude
  1. 1.Joe's
  2. 2.Joe's Plus
  3. 3.Brick Oven
  4. 4.Joe's Express
Google AI Overview
  1. 1.Joe's
  2. 2.Joe's Plus
  3. 3.Brick Oven
Query: “best pizza in Lyons”

Coffee Shops

100% agree
ChatGPT
  1. 1.The Grind
  2. 2.The Grind Plus
  3. 3.The Grind Pro
Perplexity
  1. 1.The Grind
  2. 2.The Grind Plus
  3. 3.The Grind Pro
  4. 4.The Grind Express
  5. 5.Dark Horse
Claude
  1. 1.The Grind
  2. 2.The Grind Plus
  3. 3.The Grind Pro
Google AI Overview
  1. 1.The Grind
  2. 2.The Grind Plus
  3. 3.The Grind Pro
  4. 4.The Grind Express
  5. 5.Dark Horse
Query: “best coffee shops in Lyons”

Plumbers

60% agree
ChatGPT
  1. 1.First Call
  2. 2.Metro Plumbing
  3. 3.Metro Plumbing Pro
Perplexity
  1. 1.First Call
  2. 2.Metro Plumbing
  3. 3.Metro Plumbing Pro
Claude
  1. 1.First Call
  2. 2.Metro Plumbing
  3. 3.Metro Plumbing Pro
Google AI Overview
  1. 1.First Call
  2. 2.Metro Plumbing
  3. 3.Metro Plumbing Pro
  4. 4.Rapid Flow
  5. 5.Pro Pipe
Query: “best plumbers in Lyons for emergency repairs”

Dentists

100% agree
ChatGPT
  1. 1.Bright Dental
  2. 2.Gentle Care Dental
  3. 3.Premier Dentistry
  4. 4.Premier Dentistry Express
  5. 5.Parkside Dental
Perplexity
  1. 1.Bright Dental
  2. 2.Gentle Care Dental
  3. 3.Premier Dentistry
Claude
  1. 1.Bright Dental
  2. 2.Gentle Care Dental
  3. 3.Premier Dentistry
  4. 4.Premier Dentistry Express
Google AI Overview
  1. 1.Bright Dental
  2. 2.Gentle Care Dental
  3. 3.Premier Dentistry
  4. 4.Premier Dentistry Express
  5. 5.Parkside Dental
Query: “best dentists in Lyons accepting new patients”

Lawyers

100% agree
ChatGPT
  1. 1.Advocate Group
  2. 2.The Legal Shield
  3. 3.Pinnacle Law
Perplexity
  1. 1.Advocate Group
  2. 2.The Legal Shield
  3. 3.Pinnacle Law
Claude
  1. 1.Advocate Group
  2. 2.The Legal Shield
  3. 3.Pinnacle Law
  4. 4.The Legal Shield Express
Google AI Overview
  1. 1.Advocate Group
  2. 2.The Legal Shield
  3. 3.Pinnacle Law
  4. 4.The Legal Shield Express
Query: “best lawyers in Lyons for personal injury”

Real Estate Agents

100% agree
ChatGPT
  1. 1.Urban Nest
  2. 2.NextHome
  3. 3.NextHome Pro
Perplexity
  1. 1.Urban Nest
  2. 2.NextHome
  3. 3.NextHome Pro
  4. 4.Meridian Realty
  5. 5.Urban Nest & Co
Claude
  1. 1.Urban Nest
  2. 2.NextHome
  3. 3.NextHome Pro
Google AI Overview
  1. 1.Urban Nest
  2. 2.NextHome
  3. 3.NextHome Pro
  4. 4.Meridian Realty
  5. 5.Urban Nest & Co
Query: “top real estate agents in Lyons”

Personal Trainers

80% agree
ChatGPT
  1. 1.FitLife Studio
  2. 2.Elevate Training
  3. 3.Iron Will Fitness
Perplexity
  1. 1.FitLife Studio
  2. 2.Elevate Training
  3. 3.Iron Will Fitness
  4. 4.FitLife Studio Express
Claude
  1. 1.FitLife Studio
  2. 2.Elevate Training
  3. 3.Iron Will Fitness
  4. 4.FitLife Studio Express
  5. 5.The Training Lab
Google AI Overview
  1. 1.FitLife Studio
  2. 2.Elevate Training
  3. 3.Iron Will Fitness
Query: “best personal trainers in Lyons”

Hair Salons

80% agree
ChatGPT
  1. 1.Luxe Salon
  2. 2.Bliss Hair
  3. 3.The Color Room
  4. 4.Bliss Hair Express
Perplexity
  1. 1.Luxe Salon
  2. 2.Bliss Hair
  3. 3.The Color Room
  4. 4.Bliss Hair Express
  5. 5.Shear Elegance
Claude
  1. 1.Luxe Salon
  2. 2.Bliss Hair
  3. 3.The Color Room
  4. 4.Bliss Hair Express
Google AI Overview
  1. 1.Luxe Salon
  2. 2.Bliss Hair
  3. 3.The Color Room
  4. 4.Bliss Hair Express
Query: “best hair salons in Lyons”

Auto Mechanics

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

Lyons Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Lyons Subreddits That Influence AI

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

r/Lyons1K members

General Lyons discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Lyons

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 Lyons business. Free, no account required.

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Frequently Asked Questions

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

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