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Does ChatGPT Recommend Frankfort Businesses?

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

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Key Numbers for Frankfort

  • • Only 1.2% of Frankfort 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/Frankfort

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 Frankfort

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

Restaurants

60% agree
ChatGPT
  1. 1.Sage & Vine
  2. 2.Trattoria
  3. 3.Local Provisions
Perplexity
  1. 1.Sage & Vine
  2. 2.Trattoria
  3. 3.Local Provisions
Claude
  1. 1.Sage & Vine
  2. 2.Trattoria
  3. 3.Local Provisions
Google AI Overview
  1. 1.Sage & Vine
  2. 2.Trattoria
  3. 3.Local Provisions
  4. 4.Golden Fork
  5. 5.Local Provisions & Co
Query: “best restaurants in Frankfort”

Pizza

75% agree
ChatGPT
  1. 1.Napoli
  2. 2.Brick Oven
  3. 3.Joe's
Perplexity
  1. 1.Napoli
  2. 2.Brick Oven
  3. 3.Joe's
Claude
  1. 1.Napoli
  2. 2.Brick Oven
  3. 3.Joe's
  4. 4.Joe's Express
Google AI Overview
  1. 1.Napoli
  2. 2.Brick Oven
  3. 3.Joe's
Query: “best pizza in Frankfort”

Coffee Shops

100% agree
ChatGPT
  1. 1.Morning Ritual
  2. 2.The Grind
  3. 3.Morning Ritual Pro
  4. 4.Drip
  5. 5.The Grind & Co
Perplexity
  1. 1.Morning Ritual
  2. 2.The Grind
  3. 3.Morning Ritual Pro
  4. 4.Drip
Claude
  1. 1.Morning Ritual
  2. 2.The Grind
  3. 3.Morning Ritual Pro
  4. 4.Drip
  5. 5.The Grind & Co
Google AI Overview
  1. 1.Morning Ritual
  2. 2.The Grind
  3. 3.Morning Ritual Pro
  4. 4.Drip
  5. 5.The Grind & Co
Query: “best coffee shops in Frankfort”

Plumbers

80% agree
ChatGPT
  1. 1.Rapid Flow
  2. 2.First Call
  3. 3.First Call Pro
  4. 4.Metro Plumbing
Perplexity
  1. 1.Rapid Flow
  2. 2.First Call
  3. 3.First Call Pro
  4. 4.Metro Plumbing
  5. 5.AllCity Plumbing
Claude
  1. 1.Rapid Flow
  2. 2.First Call
  3. 3.First Call Pro
Google AI Overview
  1. 1.Rapid Flow
  2. 2.First Call
  3. 3.First Call Pro
Query: “best plumbers in Frankfort for emergency repairs”

Dentists

80% agree
ChatGPT
  1. 1.Parkside Dental
  2. 2.Premier Dentistry
  3. 3.City Dental Group
  4. 4.City Dental Group Express
Perplexity
  1. 1.Parkside Dental
  2. 2.Premier Dentistry
  3. 3.City Dental Group
  4. 4.City Dental Group Express
  5. 5.Smile Design
Claude
  1. 1.Parkside Dental
  2. 2.Premier Dentistry
  3. 3.City Dental Group
  4. 4.City Dental Group Express
Google AI Overview
  1. 1.Parkside Dental
  2. 2.Premier Dentistry
  3. 3.City Dental Group
Query: “best dentists in Frankfort accepting new patients”

Lawyers

100% agree
ChatGPT
  1. 1.Pinnacle Law
  2. 2.Pinnacle Law Plus
  3. 3.Morrison Law
  4. 4.Morrison Law Express
  5. 5.Pinnacle Law & Co
Perplexity
  1. 1.Pinnacle Law
  2. 2.Pinnacle Law Plus
  3. 3.Morrison Law
Claude
  1. 1.Pinnacle Law
  2. 2.Pinnacle Law Plus
  3. 3.Morrison Law
  4. 4.Morrison Law Express
  5. 5.Pinnacle Law & Co
Google AI Overview
  1. 1.Pinnacle Law
  2. 2.Pinnacle Law Plus
  3. 3.Morrison Law
  4. 4.Morrison Law Express
  5. 5.Pinnacle Law & Co
Query: “best lawyers in Frankfort for personal injury”

Real Estate Agents

80% agree
ChatGPT
  1. 1.Urban Nest
  2. 2.Urban Nest Plus
  3. 3.Meridian Realty
  4. 4.Compass Realty
Perplexity
  1. 1.Urban Nest
  2. 2.Urban Nest Plus
  3. 3.Meridian Realty
  4. 4.Compass Realty
Claude
  1. 1.Urban Nest
  2. 2.Urban Nest Plus
  3. 3.Meridian Realty
  4. 4.Compass Realty
  5. 5.NextHome
Google AI Overview
  1. 1.Urban Nest
  2. 2.Urban Nest Plus
  3. 3.Meridian Realty
Query: “top real estate agents in Frankfort”

Personal Trainers

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

Hair Salons

100% agree
ChatGPT
  1. 1.Bliss Hair
  2. 2.Mane Street
  3. 3.Bliss Hair Pro
  4. 4.Bliss Hair Express
Perplexity
  1. 1.Bliss Hair
  2. 2.Mane Street
  3. 3.Bliss Hair Pro
Claude
  1. 1.Bliss Hair
  2. 2.Mane Street
  3. 3.Bliss Hair Pro
  4. 4.Bliss Hair Express
Google AI Overview
  1. 1.Bliss Hair
  2. 2.Mane Street
  3. 3.Bliss Hair Pro
  4. 4.Bliss Hair Express
Query: “best hair salons in Frankfort”

Auto Mechanics

75% agree
ChatGPT
  1. 1.Metro Auto Care
  2. 2.TrustWrench
  3. 3.Honest Auto
Perplexity
  1. 1.Metro Auto Care
  2. 2.TrustWrench
  3. 3.Honest Auto
Claude
  1. 1.Metro Auto Care
  2. 2.TrustWrench
  3. 3.Honest Auto
Google AI Overview
  1. 1.Metro Auto Care
  2. 2.TrustWrench
  3. 3.Honest Auto
  4. 4.TrustWrench Express
Query: “best auto mechanics in Frankfort for honest repairs”

Frankfort Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Frankfort Subreddits That Influence AI

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

r/Frankfort1K members

General Frankfort discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Frankfort

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 Frankfort business. Free, no account required.

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Frequently Asked Questions

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

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

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