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Does ChatGPT Recommend Libertyville Businesses?

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

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Key Numbers for Libertyville

  • • Only 1.2% of Libertyville 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/Libertyville

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 Libertyville

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

Restaurants

100% agree
ChatGPT
  1. 1.Sage & Vine
  2. 2.Bistro
  3. 3.The Kitchen
Perplexity
  1. 1.Sage & Vine
  2. 2.Bistro
  3. 3.The Kitchen
  4. 4.The Kitchen Express
  5. 5.Local Provisions
Claude
  1. 1.Sage & Vine
  2. 2.Bistro
  3. 3.The Kitchen
  4. 4.The Kitchen Express
Google AI Overview
  1. 1.Sage & Vine
  2. 2.Bistro
  3. 3.The Kitchen
  4. 4.The Kitchen Express
  5. 5.Local Provisions
Query: “best restaurants in Libertyville”

Pizza

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

Coffee Shops

80% agree
ChatGPT
  1. 1.Brew Lab
  2. 2.Drip
  3. 3.Dark Horse
  4. 4.Brew Lab Express
  5. 5.The Grind
Perplexity
  1. 1.Brew Lab
  2. 2.Drip
  3. 3.Dark Horse
  4. 4.Brew Lab Express
Claude
  1. 1.Brew Lab
  2. 2.Drip
  3. 3.Dark Horse
Google AI Overview
  1. 1.Brew Lab
  2. 2.Drip
  3. 3.Dark Horse
  4. 4.Brew Lab Express
Query: “best coffee shops in Libertyville”

Plumbers

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

Dentists

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

Lawyers

100% agree
ChatGPT
  1. 1.Advocate Group
  2. 2.Morrison Law
  3. 3.Pinnacle Law
Perplexity
  1. 1.Advocate Group
  2. 2.Morrison Law
  3. 3.Pinnacle Law
  4. 4.Justice Partners
Claude
  1. 1.Advocate Group
  2. 2.Morrison Law
  3. 3.Pinnacle Law
  4. 4.Justice Partners
  5. 5.Advocate Group & Co
Google AI Overview
  1. 1.Advocate Group
  2. 2.Morrison Law
  3. 3.Pinnacle Law
  4. 4.Justice Partners
  5. 5.Advocate Group & Co
Query: “best lawyers in Libertyville for personal injury”

Real Estate Agents

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

Personal Trainers

80% agree
ChatGPT
  1. 1.FitLife Studio
  2. 2.Elevate Training
  3. 3.Elevate Training Pro
  4. 4.Peak Performance
  5. 5.Peak Performance & Co
Perplexity
  1. 1.FitLife Studio
  2. 2.Elevate Training
  3. 3.Elevate Training Pro
Claude
  1. 1.FitLife Studio
  2. 2.Elevate Training
  3. 3.Elevate Training Pro
  4. 4.Peak Performance
Google AI Overview
  1. 1.FitLife Studio
  2. 2.Elevate Training
  3. 3.Elevate Training Pro
Query: “best personal trainers in Libertyville”

Hair Salons

80% agree
ChatGPT
  1. 1.The Style Bar
  2. 2.Shear Elegance
  3. 3.Mane Street
Perplexity
  1. 1.The Style Bar
  2. 2.Shear Elegance
  3. 3.Mane Street
  4. 4.Luxe Salon
  5. 5.Luxe Salon & Co
Claude
  1. 1.The Style Bar
  2. 2.Shear Elegance
  3. 3.Mane Street
Google AI Overview
  1. 1.The Style Bar
  2. 2.Shear Elegance
  3. 3.Mane Street
  4. 4.Luxe Salon
Query: “best hair salons in Libertyville”

Auto Mechanics

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

Libertyville Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Libertyville Subreddits That Influence AI

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

r/Libertyville1K members

General Libertyville discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Libertyville

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 Libertyville business. Free, no account required.

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Frequently Asked Questions

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

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

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