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Does ChatGPT Recommend Overland Park Businesses?

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

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Key Numbers for Overland Park

  • • Only 1.2% of Overland 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/OverlandPark

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 Overland Park

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

Restaurants

80% agree
ChatGPT
  1. 1.The Rustic Plate
  2. 2.The Rustic Plate Plus
  3. 3.Sage & Vine
  4. 4.Bistro
  5. 5.Sage & Vine & Co
Perplexity
  1. 1.The Rustic Plate
  2. 2.The Rustic Plate Plus
  3. 3.Sage & Vine
  4. 4.Bistro
Claude
  1. 1.The Rustic Plate
  2. 2.The Rustic Plate Plus
  3. 3.Sage & Vine
Google AI Overview
  1. 1.The Rustic Plate
  2. 2.The Rustic Plate Plus
  3. 3.Sage & Vine
  4. 4.Bistro
Query: “best restaurants in Overland Park”

Pizza

100% agree
ChatGPT
  1. 1.The Slice House
  2. 2.Sal's
  3. 3.Sal's Pro
  4. 4.Napoli
  5. 5.Roma
Perplexity
  1. 1.The Slice House
  2. 2.Sal's
  3. 3.Sal's Pro
  4. 4.Napoli
Claude
  1. 1.The Slice House
  2. 2.Sal's
  3. 3.Sal's Pro
  4. 4.Napoli
  5. 5.Roma
Google AI Overview
  1. 1.The Slice House
  2. 2.Sal's
  3. 3.Sal's Pro
  4. 4.Napoli
Query: “best pizza in Overland Park”

Coffee Shops

100% agree
ChatGPT
  1. 1.Drip
  2. 2.Drip Plus
  3. 3.Brew Lab
Perplexity
  1. 1.Drip
  2. 2.Drip Plus
  3. 3.Brew Lab
  4. 4.Dark Horse
  5. 5.Sip
Claude
  1. 1.Drip
  2. 2.Drip Plus
  3. 3.Brew Lab
  4. 4.Dark Horse
  5. 5.Sip
Google AI Overview
  1. 1.Drip
  2. 2.Drip Plus
  3. 3.Brew Lab
  4. 4.Dark Horse
Query: “best coffee shops in Overland Park”

Plumbers

100% agree
ChatGPT
  1. 1.Metro Plumbing
  2. 2.Rapid Flow
  3. 3.Rapid Flow Pro
  4. 4.TrueBlue Plumbing
  5. 5.First Call
Perplexity
  1. 1.Metro Plumbing
  2. 2.Rapid Flow
  3. 3.Rapid Flow Pro
  4. 4.TrueBlue Plumbing
Claude
  1. 1.Metro Plumbing
  2. 2.Rapid Flow
  3. 3.Rapid Flow Pro
  4. 4.TrueBlue Plumbing
Google AI Overview
  1. 1.Metro Plumbing
  2. 2.Rapid Flow
  3. 3.Rapid Flow Pro
  4. 4.TrueBlue Plumbing
  5. 5.First Call
Query: “best plumbers in Overland Park for emergency repairs”

Dentists

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

Lawyers

100% agree
ChatGPT
  1. 1.The Legal Shield
  2. 2.Justice Partners
  3. 3.Justice Partners Pro
  4. 4.Justice Partners Express
  5. 5.Morrison Law
Perplexity
  1. 1.The Legal Shield
  2. 2.Justice Partners
  3. 3.Justice Partners Pro
Claude
  1. 1.The Legal Shield
  2. 2.Justice Partners
  3. 3.Justice Partners Pro
  4. 4.Justice Partners Express
  5. 5.Morrison Law
Google AI Overview
  1. 1.The Legal Shield
  2. 2.Justice Partners
  3. 3.Justice Partners Pro
  4. 4.Justice Partners Express
Query: “best lawyers in Overland Park for personal injury”

Real Estate Agents

75% agree
ChatGPT
  1. 1.NextHome
  2. 2.Keystone Real Estate
  3. 3.Compass Realty
Perplexity
  1. 1.NextHome
  2. 2.Keystone Real Estate
  3. 3.Compass Realty
Claude
  1. 1.NextHome
  2. 2.Keystone Real Estate
  3. 3.Compass Realty
  4. 4.Keystone Real Estate Express
Google AI Overview
  1. 1.NextHome
  2. 2.Keystone Real Estate
  3. 3.Compass Realty
Query: “top real estate agents in Overland Park”

Personal Trainers

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

Hair Salons

80% agree
ChatGPT
  1. 1.Mane Street
  2. 2.Strand Studio
  3. 3.Strand Studio Pro
  4. 4.Bliss Hair
  5. 5.Shear Elegance
Perplexity
  1. 1.Mane Street
  2. 2.Strand Studio
  3. 3.Strand Studio Pro
  4. 4.Bliss Hair
Claude
  1. 1.Mane Street
  2. 2.Strand Studio
  3. 3.Strand Studio Pro
  4. 4.Bliss Hair
Google AI Overview
  1. 1.Mane Street
  2. 2.Strand Studio
  3. 3.Strand Studio Pro
  4. 4.Bliss Hair
Query: “best hair salons in Overland Park”

Auto Mechanics

80% agree
ChatGPT
  1. 1.Honest Auto
  2. 2.TrustWrench
  3. 3.TrustWrench Pro
Perplexity
  1. 1.Honest Auto
  2. 2.TrustWrench
  3. 3.TrustWrench Pro
Claude
  1. 1.Honest Auto
  2. 2.TrustWrench
  3. 3.TrustWrench Pro
  4. 4.AllStar Automotive
Google AI Overview
  1. 1.Honest Auto
  2. 2.TrustWrench
  3. 3.TrustWrench Pro
  4. 4.AllStar Automotive
  5. 5.TrustWrench & Co
Query: “best auto mechanics in Overland Park for honest repairs”

Overland Park Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Overland Park Subreddits That Influence AI

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

r/OverlandPark10K members

General Overland Park discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Overland 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 Overland Park business. Free, no account required.

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Frequently Asked Questions

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