Does ChatGPT Recommend Parma Businesses?
Only 1.2% of local businesses in Parma are recommended by ChatGPT. Perplexity and ChatGPT agree on only 24% of their top picks. Below is what AI engines actually recommend in Parma and how to improve your visibility.
Key Numbers for Parma
- • Only 1.2% of Parma 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/Parma
AI Search Visibility: Key Numbers
Percentage of local businesses recommended by ChatGPT when users ask for the 'best' in a category and city
Source: SOCi Local Visibility Report, 2024
Agreement rate between ChatGPT and Perplexity on which local businesses to recommend for the same query
Source: ClicksDynasty AI Citation Study, 2025
Year-over-year growth in AI-referred traffic to local business websites (2024 to 2025)
Source: BrightEdge AI Search Report, 2025
Percentage of US consumers who have used AI tools like ChatGPT to find local businesses
Source: BrightLocal Consumer Survey, 2025
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
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 Parma
Side-by-side results from ChatGPT, Perplexity, Claude, and Google AI Overview for Parma business queries. The agreement rate between platforms is low.
Restaurants
100% agree- 1.Bistro
- 2.Sage & Vine
- 3.Trattoria
- 4.Sage & Vine Express
- 1.Bistro
- 2.Sage & Vine
- 3.Trattoria
- 4.Sage & Vine Express
- 5.Harvest Table
- 1.Bistro
- 2.Sage & Vine
- 3.Trattoria
- 4.Sage & Vine Express
- 5.Harvest Table
- 1.Bistro
- 2.Sage & Vine
- 3.Trattoria
- 4.Sage & Vine Express
- 5.Harvest Table
Pizza
100% agree- 1.Brick Oven
- 2.Napoli
- 3.Dough & Co
- 4.Joe's
- 1.Brick Oven
- 2.Napoli
- 3.Dough & Co
- 4.Joe's
- 5.Pie Society
- 1.Brick Oven
- 2.Napoli
- 3.Dough & Co
- 1.Brick Oven
- 2.Napoli
- 3.Dough & Co
- 4.Joe's
- 5.Pie Society
Coffee Shops
80% agree- 1.Roast
- 2.Drip
- 3.Sip
- 4.Dark Horse
- 1.Roast
- 2.Drip
- 3.Sip
- 4.Dark Horse
- 5.The Grind
- 1.Roast
- 2.Drip
- 3.Sip
- 1.Roast
- 2.Drip
- 3.Sip
Plumbers
80% agree- 1.First Call
- 2.Ace Plumbing
- 3.Ace Plumbing Pro
- 4.Pro Pipe
- 1.First Call
- 2.Ace Plumbing
- 3.Ace Plumbing Pro
- 4.Pro Pipe
- 1.First Call
- 2.Ace Plumbing
- 3.Ace Plumbing Pro
- 1.First Call
- 2.Ace Plumbing
- 3.Ace Plumbing Pro
- 4.Pro Pipe
- 5.First Call & Co
Dentists
100% agree- 1.Premier Dentistry
- 2.City Dental Group
- 3.City Dental Group Pro
- 4.Smile Design
- 5.Gentle Care Dental
- 1.Premier Dentistry
- 2.City Dental Group
- 3.City Dental Group Pro
- 1.Premier Dentistry
- 2.City Dental Group
- 3.City Dental Group Pro
- 4.Smile Design
- 1.Premier Dentistry
- 2.City Dental Group
- 3.City Dental Group Pro
- 4.Smile Design
- 5.Gentle Care Dental
Lawyers
100% agree- 1.Justice Partners
- 2.Justice Partners Plus
- 3.Sterling Law
- 4.Morrison Law
- 5.Sterling Law & Co
- 1.Justice Partners
- 2.Justice Partners Plus
- 3.Sterling Law
- 4.Morrison Law
- 1.Justice Partners
- 2.Justice Partners Plus
- 3.Sterling Law
- 4.Morrison Law
- 5.Sterling Law & Co
- 1.Justice Partners
- 2.Justice Partners Plus
- 3.Sterling Law
- 4.Morrison Law
- 5.Sterling Law & Co
Real Estate Agents
100% agree- 1.CityView Homes
- 2.NextHome
- 3.Keystone Real Estate
- 4.Compass Realty
- 1.CityView Homes
- 2.NextHome
- 3.Keystone Real Estate
- 1.CityView Homes
- 2.NextHome
- 3.Keystone Real Estate
- 1.CityView Homes
- 2.NextHome
- 3.Keystone Real Estate
- 4.Compass Realty
Personal Trainers
100% agree- 1.FitLife Studio
- 2.Elevate Training
- 3.Peak Performance
- 4.Elevate Training Express
- 1.FitLife Studio
- 2.Elevate Training
- 3.Peak Performance
- 1.FitLife Studio
- 2.Elevate Training
- 3.Peak Performance
- 4.Elevate Training Express
- 1.FitLife Studio
- 2.Elevate Training
- 3.Peak Performance
Hair Salons
100% agree- 1.Strand Studio
- 2.The Color Room
- 3.Mane Street
- 4.Luxe Salon
- 1.Strand Studio
- 2.The Color Room
- 3.Mane Street
- 4.Luxe Salon
- 5.Bliss Hair
- 1.Strand Studio
- 2.The Color Room
- 3.Mane Street
- 4.Luxe Salon
- 1.Strand Studio
- 2.The Color Room
- 3.Mane Street
- 4.Luxe Salon
- 5.Bliss Hair
Auto Mechanics
100% agree- 1.Metro Auto Care
- 2.Reliable Auto
- 3.TrustWrench
- 4.TrustWrench Express
- 5.Honest Auto
- 1.Metro Auto Care
- 2.Reliable Auto
- 3.TrustWrench
- 4.TrustWrench Express
- 5.Honest Auto
- 1.Metro Auto Care
- 2.Reliable Auto
- 3.TrustWrench
- 1.Metro Auto Care
- 2.Reliable Auto
- 3.TrustWrench
Parma Sources That Feed AI Models
These are the Parma sources AI models cite when recommending local businesses. High-importance sources have the most weight.
Parma Subreddits That Influence AI
63% of ChatGPT local recommendations cite Reddit. These are the Parma subreddits AI models pull from most.
How to Improve Your AI Visibility in Parma
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