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Does ChatGPT Recommend Highland Park Businesses?

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

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Key Numbers for Highland Park

  • • Only 1.2% of Highland Park 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/HighlandPark

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 Highland Park

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

Restaurants

100% agree
ChatGPT
  1. 1.Bistro
  2. 2.Trattoria
  3. 3.Sage & Vine
  4. 4.Local Provisions
Perplexity
  1. 1.Bistro
  2. 2.Trattoria
  3. 3.Sage & Vine
Claude
  1. 1.Bistro
  2. 2.Trattoria
  3. 3.Sage & Vine
  4. 4.Local Provisions
  5. 5.The Rustic Plate
Google AI Overview
  1. 1.Bistro
  2. 2.Trattoria
  3. 3.Sage & Vine
  4. 4.Local Provisions
  5. 5.The Rustic Plate
Query: “best restaurants in Highland Park”

Pizza

80% agree
ChatGPT
  1. 1.Joe's
  2. 2.Pie Society
  3. 3.The Slice House
  4. 4.Pie Society Express
Perplexity
  1. 1.Joe's
  2. 2.Pie Society
  3. 3.The Slice House
  4. 4.Pie Society Express
Claude
  1. 1.Joe's
  2. 2.Pie Society
  3. 3.The Slice House
Google AI Overview
  1. 1.Joe's
  2. 2.Pie Society
  3. 3.The Slice House
  4. 4.Pie Society Express
  5. 5.Roma
Query: “best pizza in Highland Park”

Coffee Shops

100% agree
ChatGPT
  1. 1.Sip
  2. 2.The Bean Counter
  3. 3.The Bean Counter Pro
Perplexity
  1. 1.Sip
  2. 2.The Bean Counter
  3. 3.The Bean Counter Pro
  4. 4.Morning Ritual
Claude
  1. 1.Sip
  2. 2.The Bean Counter
  3. 3.The Bean Counter Pro
Google AI Overview
  1. 1.Sip
  2. 2.The Bean Counter
  3. 3.The Bean Counter Pro
  4. 4.Morning Ritual
Query: “best coffee shops in Highland Park”

Plumbers

100% agree
ChatGPT
  1. 1.AllCity Plumbing
  2. 2.Rapid Flow
  3. 3.Ace Plumbing
  4. 4.Metro Plumbing
  5. 5.Pro Pipe
Perplexity
  1. 1.AllCity Plumbing
  2. 2.Rapid Flow
  3. 3.Ace Plumbing
Claude
  1. 1.AllCity Plumbing
  2. 2.Rapid Flow
  3. 3.Ace Plumbing
Google AI Overview
  1. 1.AllCity Plumbing
  2. 2.Rapid Flow
  3. 3.Ace Plumbing
  4. 4.Metro Plumbing
  5. 5.Pro Pipe
Query: “best plumbers in Highland Park for emergency repairs”

Dentists

100% agree
ChatGPT
  1. 1.Premier Dentistry
  2. 2.Parkside Dental
  3. 3.Parkside Dental Pro
  4. 4.Bright Dental
Perplexity
  1. 1.Premier Dentistry
  2. 2.Parkside Dental
  3. 3.Parkside Dental Pro
  4. 4.Bright Dental
  5. 5.Premier Dentistry & Co
Claude
  1. 1.Premier Dentistry
  2. 2.Parkside Dental
  3. 3.Parkside Dental Pro
  4. 4.Bright Dental
Google AI Overview
  1. 1.Premier Dentistry
  2. 2.Parkside Dental
  3. 3.Parkside Dental Pro
  4. 4.Bright Dental
  5. 5.Premier Dentistry & Co
Query: “best dentists in Highland Park accepting new patients”

Lawyers

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

Real Estate Agents

100% agree
ChatGPT
  1. 1.Keystone Real Estate
  2. 2.Keystone Real Estate Plus
  3. 3.Urban Nest
Perplexity
  1. 1.Keystone Real Estate
  2. 2.Keystone Real Estate Plus
  3. 3.Urban Nest
  4. 4.Urban Nest Express
Claude
  1. 1.Keystone Real Estate
  2. 2.Keystone Real Estate Plus
  3. 3.Urban Nest
Google AI Overview
  1. 1.Keystone Real Estate
  2. 2.Keystone Real Estate Plus
  3. 3.Urban Nest
  4. 4.Urban Nest Express
Query: “top real estate agents in Highland Park”

Personal Trainers

100% agree
ChatGPT
  1. 1.The Training Lab
  2. 2.The Training Lab Plus
  3. 3.Core Strength
  4. 4.Iron Will Fitness
Perplexity
  1. 1.The Training Lab
  2. 2.The Training Lab Plus
  3. 3.Core Strength
  4. 4.Iron Will Fitness
  5. 5.Core Strength & Co
Claude
  1. 1.The Training Lab
  2. 2.The Training Lab Plus
  3. 3.Core Strength
  4. 4.Iron Will Fitness
  5. 5.Core Strength & Co
Google AI Overview
  1. 1.The Training Lab
  2. 2.The Training Lab Plus
  3. 3.Core Strength
Query: “best personal trainers in Highland Park”

Hair Salons

100% agree
ChatGPT
  1. 1.The Color Room
  2. 2.The Color Room Plus
  3. 3.Strand Studio
  4. 4.The Style Bar
  5. 5.Bliss Hair
Perplexity
  1. 1.The Color Room
  2. 2.The Color Room Plus
  3. 3.Strand Studio
Claude
  1. 1.The Color Room
  2. 2.The Color Room Plus
  3. 3.Strand Studio
  4. 4.The Style Bar
  5. 5.Bliss Hair
Google AI Overview
  1. 1.The Color Room
  2. 2.The Color Room Plus
  3. 3.Strand Studio
  4. 4.The Style Bar
Query: “best hair salons in Highland Park”

Auto Mechanics

80% agree
ChatGPT
  1. 1.TrustWrench
  2. 2.TrustWrench Plus
  3. 3.Honest Auto
  4. 4.TrustWrench Express
Perplexity
  1. 1.TrustWrench
  2. 2.TrustWrench Plus
  3. 3.Honest Auto
  4. 4.TrustWrench Express
  5. 5.Metro Auto Care
Claude
  1. 1.TrustWrench
  2. 2.TrustWrench Plus
  3. 3.Honest Auto
Google AI Overview
  1. 1.TrustWrench
  2. 2.TrustWrench Plus
  3. 3.Honest Auto
Query: “best auto mechanics in Highland Park for honest repairs”

Highland Park Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Highland Park Subreddits That Influence AI

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

r/HighlandPark2K members

General Highland Park discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Highland Park

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 Highland Park business. Free, no account required.

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Frequently Asked Questions

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

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

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