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Does ChatGPT Recommend Rome Businesses?

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

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Key Numbers for Rome

  • • Only 1.2% of Rome 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/Rome

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 Rome

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

Restaurants

100% agree
ChatGPT
  1. 1.Sage & Vine
  2. 2.Golden Fork
  3. 3.Bistro
  4. 4.Golden Fork Express
  5. 5.Bistro & Co
Perplexity
  1. 1.Sage & Vine
  2. 2.Golden Fork
  3. 3.Bistro
Claude
  1. 1.Sage & Vine
  2. 2.Golden Fork
  3. 3.Bistro
  4. 4.Golden Fork Express
  5. 5.Bistro & Co
Google AI Overview
  1. 1.Sage & Vine
  2. 2.Golden Fork
  3. 3.Bistro
  4. 4.Golden Fork Express
  5. 5.Bistro & Co
Query: “best restaurants in Rome”

Pizza

80% agree
ChatGPT
  1. 1.Roma
  2. 2.Dough & Co
  3. 3.Pie Society
Perplexity
  1. 1.Roma
  2. 2.Dough & Co
  3. 3.Pie Society
  4. 4.The Slice House
Claude
  1. 1.Roma
  2. 2.Dough & Co
  3. 3.Pie Society
  4. 4.The Slice House
Google AI Overview
  1. 1.Roma
  2. 2.Dough & Co
  3. 3.Pie Society
  4. 4.The Slice House
  5. 5.The Slice House & Co
Query: “best pizza in Rome”

Coffee Shops

100% agree
ChatGPT
  1. 1.Dark Horse
  2. 2.The Grind
  3. 3.The Bean Counter
  4. 4.Brew Lab
  5. 5.Brew Lab & Co
Perplexity
  1. 1.Dark Horse
  2. 2.The Grind
  3. 3.The Bean Counter
  4. 4.Brew Lab
  5. 5.Brew Lab & Co
Claude
  1. 1.Dark Horse
  2. 2.The Grind
  3. 3.The Bean Counter
  4. 4.Brew Lab
Google AI Overview
  1. 1.Dark Horse
  2. 2.The Grind
  3. 3.The Bean Counter
Query: “best coffee shops in Rome”

Plumbers

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

Dentists

80% agree
ChatGPT
  1. 1.City Dental Group
  2. 2.Gentle Care Dental
  3. 3.Smile Design
  4. 4.Bright Dental
Perplexity
  1. 1.City Dental Group
  2. 2.Gentle Care Dental
  3. 3.Smile Design
Claude
  1. 1.City Dental Group
  2. 2.Gentle Care Dental
  3. 3.Smile Design
  4. 4.Bright Dental
Google AI Overview
  1. 1.City Dental Group
  2. 2.Gentle Care Dental
  3. 3.Smile Design
  4. 4.Bright Dental
  5. 5.City Dental Group & Co
Query: “best dentists in Rome accepting new patients”

Lawyers

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

Real Estate Agents

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

Personal Trainers

80% agree
ChatGPT
  1. 1.Elevate Training
  2. 2.Core Strength
  3. 3.The Training Lab
  4. 4.The Training Lab Express
Perplexity
  1. 1.Elevate Training
  2. 2.Core Strength
  3. 3.The Training Lab
  4. 4.The Training Lab Express
Claude
  1. 1.Elevate Training
  2. 2.Core Strength
  3. 3.The Training Lab
Google AI Overview
  1. 1.Elevate Training
  2. 2.Core Strength
  3. 3.The Training Lab
  4. 4.The Training Lab Express
  5. 5.Peak Performance
Query: “best personal trainers in Rome”

Hair Salons

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

Auto Mechanics

80% agree
ChatGPT
  1. 1.Honest Auto
  2. 2.Reliable Auto
  3. 3.TrustWrench
Perplexity
  1. 1.Honest Auto
  2. 2.Reliable Auto
  3. 3.TrustWrench
  4. 4.Reliable Auto Express
  5. 5.Reliable Auto & Co
Claude
  1. 1.Honest Auto
  2. 2.Reliable Auto
  3. 3.TrustWrench
Google AI Overview
  1. 1.Honest Auto
  2. 2.Reliable Auto
  3. 3.TrustWrench
  4. 4.Reliable Auto Express
Query: “best auto mechanics in Rome for honest repairs”

Rome Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Rome Subreddits That Influence AI

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

r/Rome2K members

General Rome discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Rome

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 Rome business. Free, no account required.

Check My Business

Frequently Asked Questions

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

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