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Does ChatGPT Recommend Roma Businesses?

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

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Key Numbers for Roma

  • • Only 1.2% of Roma 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/Roma

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 Roma

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

Restaurants

80% agree
ChatGPT
  1. 1.Harvest Table
  2. 2.Bistro
  3. 3.The Kitchen
  4. 4.Sage & Vine
Perplexity
  1. 1.Harvest Table
  2. 2.Bistro
  3. 3.The Kitchen
  4. 4.Sage & Vine
  5. 5.Harvest Table & Co
Claude
  1. 1.Harvest Table
  2. 2.Bistro
  3. 3.The Kitchen
  4. 4.Sage & Vine
Google AI Overview
  1. 1.Harvest Table
  2. 2.Bistro
  3. 3.The Kitchen
Query: “best restaurants in Roma”

Pizza

100% agree
ChatGPT
  1. 1.Joe's
  2. 2.Brick Oven
  3. 3.Napoli
  4. 4.Joe's Express
  5. 5.Joe's & Co
Perplexity
  1. 1.Joe's
  2. 2.Brick Oven
  3. 3.Napoli
  4. 4.Joe's Express
Claude
  1. 1.Joe's
  2. 2.Brick Oven
  3. 3.Napoli
  4. 4.Joe's Express
Google AI Overview
  1. 1.Joe's
  2. 2.Brick Oven
  3. 3.Napoli
  4. 4.Joe's Express
  5. 5.Joe's & Co
Query: “best pizza in Roma”

Coffee Shops

80% agree
ChatGPT
  1. 1.Brew Lab
  2. 2.The Bean Counter
  3. 3.The Bean Counter Pro
Perplexity
  1. 1.Brew Lab
  2. 2.The Bean Counter
  3. 3.The Bean Counter Pro
  4. 4.The Bean Counter Express
Claude
  1. 1.Brew Lab
  2. 2.The Bean Counter
  3. 3.The Bean Counter Pro
  4. 4.The Bean Counter Express
  5. 5.Roast
Google AI Overview
  1. 1.Brew Lab
  2. 2.The Bean Counter
  3. 3.The Bean Counter Pro
Query: “best coffee shops in Roma”

Plumbers

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

Dentists

100% agree
ChatGPT
  1. 1.Smile Design
  2. 2.Smile Design Plus
  3. 3.Smile Design Pro
  4. 4.Premier Dentistry
  5. 5.Smile Design & Co
Perplexity
  1. 1.Smile Design
  2. 2.Smile Design Plus
  3. 3.Smile Design Pro
Claude
  1. 1.Smile Design
  2. 2.Smile Design Plus
  3. 3.Smile Design Pro
  4. 4.Premier Dentistry
  5. 5.Smile Design & Co
Google AI Overview
  1. 1.Smile Design
  2. 2.Smile Design Plus
  3. 3.Smile Design Pro
  4. 4.Premier Dentistry
  5. 5.Smile Design & Co
Query: “best dentists in Roma accepting new patients”

Lawyers

80% agree
ChatGPT
  1. 1.The Legal Shield
  2. 2.Justice Partners
  3. 3.Sterling Law
Perplexity
  1. 1.The Legal Shield
  2. 2.Justice Partners
  3. 3.Sterling Law
  4. 4.Morrison Law
Claude
  1. 1.The Legal Shield
  2. 2.Justice Partners
  3. 3.Sterling Law
  4. 4.Morrison Law
  5. 5.Morrison Law & Co
Google AI Overview
  1. 1.The Legal Shield
  2. 2.Justice Partners
  3. 3.Sterling Law
  4. 4.Morrison Law
Query: “best lawyers in Roma for personal injury”

Real Estate Agents

100% agree
ChatGPT
  1. 1.Compass Realty
  2. 2.CityView Homes
  3. 3.Meridian Realty
  4. 4.Urban Nest
Perplexity
  1. 1.Compass Realty
  2. 2.CityView Homes
  3. 3.Meridian Realty
Claude
  1. 1.Compass Realty
  2. 2.CityView Homes
  3. 3.Meridian Realty
Google AI Overview
  1. 1.Compass Realty
  2. 2.CityView Homes
  3. 3.Meridian Realty
  4. 4.Urban Nest
Query: “top real estate agents in Roma”

Personal Trainers

80% agree
ChatGPT
  1. 1.Peak Performance
  2. 2.Iron Will Fitness
  3. 3.Elevate Training
  4. 4.FitLife Studio
Perplexity
  1. 1.Peak Performance
  2. 2.Iron Will Fitness
  3. 3.Elevate Training
Claude
  1. 1.Peak Performance
  2. 2.Iron Will Fitness
  3. 3.Elevate Training
  4. 4.FitLife Studio
Google AI Overview
  1. 1.Peak Performance
  2. 2.Iron Will Fitness
  3. 3.Elevate Training
  4. 4.FitLife Studio
  5. 5.Iron Will Fitness & Co
Query: “best personal trainers in Roma”

Hair Salons

100% agree
ChatGPT
  1. 1.The Style Bar
  2. 2.Luxe Salon
  3. 3.Mane Street
Perplexity
  1. 1.The Style Bar
  2. 2.Luxe Salon
  3. 3.Mane Street
  4. 4.Bliss Hair
  5. 5.Shear Elegance
Claude
  1. 1.The Style Bar
  2. 2.Luxe Salon
  3. 3.Mane Street
  4. 4.Bliss Hair
  5. 5.Shear Elegance
Google AI Overview
  1. 1.The Style Bar
  2. 2.Luxe Salon
  3. 3.Mane Street
  4. 4.Bliss Hair
Query: “best hair salons in Roma”

Auto Mechanics

100% agree
ChatGPT
  1. 1.AllStar Automotive
  2. 2.Precision Motors
  3. 3.AllStar Automotive Pro
  4. 4.TrustWrench
  5. 5.Reliable Auto
Perplexity
  1. 1.AllStar Automotive
  2. 2.Precision Motors
  3. 3.AllStar Automotive Pro
  4. 4.TrustWrench
Claude
  1. 1.AllStar Automotive
  2. 2.Precision Motors
  3. 3.AllStar Automotive Pro
  4. 4.TrustWrench
  5. 5.Reliable Auto
Google AI Overview
  1. 1.AllStar Automotive
  2. 2.Precision Motors
  3. 3.AllStar Automotive Pro
Query: “best auto mechanics in Roma for honest repairs”

Roma Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Roma Subreddits That Influence AI

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

r/Roma1K members

General Roma discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Roma

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 Roma business. Free, no account required.

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Frequently Asked Questions

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

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