CCCityCheck
SafetyCostCitiesProvidersSearch

Does ChatGPT Recommend Franklin Businesses?

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

OverviewFree AuditScorecardChecklist

Key Numbers for Franklin

  • • Only 1.2% of Franklin 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/Franklin

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 Franklin

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

Restaurants

80% agree
ChatGPT
  1. 1.Trattoria
  2. 2.Local Provisions
  3. 3.Golden Fork
Perplexity
  1. 1.Trattoria
  2. 2.Local Provisions
  3. 3.Golden Fork
  4. 4.The Rustic Plate
Claude
  1. 1.Trattoria
  2. 2.Local Provisions
  3. 3.Golden Fork
  4. 4.The Rustic Plate
Google AI Overview
  1. 1.Trattoria
  2. 2.Local Provisions
  3. 3.Golden Fork
  4. 4.The Rustic Plate
  5. 5.The Rustic Plate & Co
Query: “best restaurants in Franklin”

Pizza

80% agree
ChatGPT
  1. 1.The Slice House
  2. 2.Roma
  3. 3.Joe's
  4. 4.Brick Oven
  5. 5.Roma & Co
Perplexity
  1. 1.The Slice House
  2. 2.Roma
  3. 3.Joe's
  4. 4.Brick Oven
Claude
  1. 1.The Slice House
  2. 2.Roma
  3. 3.Joe's
  4. 4.Brick Oven
Google AI Overview
  1. 1.The Slice House
  2. 2.Roma
  3. 3.Joe's
Query: “best pizza in Franklin”

Coffee Shops

100% agree
ChatGPT
  1. 1.Dark Horse
  2. 2.Dark Horse Plus
  3. 3.Sip
  4. 4.Dark Horse Express
  5. 5.Dark Horse & Co
Perplexity
  1. 1.Dark Horse
  2. 2.Dark Horse Plus
  3. 3.Sip
  4. 4.Dark Horse Express
  5. 5.Dark Horse & Co
Claude
  1. 1.Dark Horse
  2. 2.Dark Horse Plus
  3. 3.Sip
  4. 4.Dark Horse Express
  5. 5.Dark Horse & Co
Google AI Overview
  1. 1.Dark Horse
  2. 2.Dark Horse Plus
  3. 3.Sip
  4. 4.Dark Horse Express
Query: “best coffee shops in Franklin”

Plumbers

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

Dentists

100% agree
ChatGPT
  1. 1.Smile Design
  2. 2.City Dental Group
  3. 3.Gentle Care Dental
  4. 4.Smile Design Express
  5. 5.Bright Dental
Perplexity
  1. 1.Smile Design
  2. 2.City Dental Group
  3. 3.Gentle Care Dental
Claude
  1. 1.Smile Design
  2. 2.City Dental Group
  3. 3.Gentle Care Dental
  4. 4.Smile Design Express
  5. 5.Bright Dental
Google AI Overview
  1. 1.Smile Design
  2. 2.City Dental Group
  3. 3.Gentle Care Dental
Query: “best dentists in Franklin accepting new patients”

Lawyers

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

Real Estate Agents

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

Personal Trainers

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

Hair Salons

100% agree
ChatGPT
  1. 1.The Color Room
  2. 2.Bliss Hair
  3. 3.Mane Street
  4. 4.Bliss Hair Express
Perplexity
  1. 1.The Color Room
  2. 2.Bliss Hair
  3. 3.Mane Street
  4. 4.Bliss Hair Express
  5. 5.Shear Elegance
Claude
  1. 1.The Color Room
  2. 2.Bliss Hair
  3. 3.Mane Street
  4. 4.Bliss Hair Express
Google AI Overview
  1. 1.The Color Room
  2. 2.Bliss Hair
  3. 3.Mane Street
  4. 4.Bliss Hair Express
  5. 5.Shear Elegance
Query: “best hair salons in Franklin”

Auto Mechanics

100% agree
ChatGPT
  1. 1.AllStar Automotive
  2. 2.TrustWrench
  3. 3.Honest Auto
  4. 4.Reliable Auto
  5. 5.AllStar Automotive & Co
Perplexity
  1. 1.AllStar Automotive
  2. 2.TrustWrench
  3. 3.Honest Auto
Claude
  1. 1.AllStar Automotive
  2. 2.TrustWrench
  3. 3.Honest Auto
  4. 4.Reliable Auto
  5. 5.AllStar Automotive & Co
Google AI Overview
  1. 1.AllStar Automotive
  2. 2.TrustWrench
  3. 3.Honest Auto
Query: “best auto mechanics in Franklin for honest repairs”

Franklin Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Franklin Subreddits That Influence AI

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

r/Franklin5K members

General Franklin discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Franklin

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 Franklin business. Free, no account required.

Check My Business

Frequently Asked Questions

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

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

More Franklin Resources

Parking & Tickets

Fines, street cleaning, how to fight a ticket in Franklin

Trash & Recycling

Pickup days, recycling rules, bulk pickup in Franklin

Back to Franklin overviewAI visibility guides for all cities