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Does ChatGPT Recommend Irving Businesses?

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

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Key Numbers for Irving

  • • Only 1.2% of Irving 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/Irving

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 Irving

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

Restaurants

100% agree
ChatGPT
  1. 1.Local Provisions
  2. 2.Local Provisions Plus
  3. 3.Local Provisions Pro
Perplexity
  1. 1.Local Provisions
  2. 2.Local Provisions Plus
  3. 3.Local Provisions Pro
  4. 4.Harvest Table
  5. 5.Golden Fork
Claude
  1. 1.Local Provisions
  2. 2.Local Provisions Plus
  3. 3.Local Provisions Pro
  4. 4.Harvest Table
  5. 5.Golden Fork
Google AI Overview
  1. 1.Local Provisions
  2. 2.Local Provisions Plus
  3. 3.Local Provisions Pro
Query: “best restaurants in Irving”

Pizza

60% agree
ChatGPT
  1. 1.Brick Oven
  2. 2.Pie Society
  3. 3.Sal's
Perplexity
  1. 1.Brick Oven
  2. 2.Pie Society
  3. 3.Sal's
Claude
  1. 1.Brick Oven
  2. 2.Pie Society
  3. 3.Sal's
Google AI Overview
  1. 1.Brick Oven
  2. 2.Pie Society
  3. 3.Sal's
  4. 4.Napoli
  5. 5.Pie Society & Co
Query: “best pizza in Irving”

Coffee Shops

100% agree
ChatGPT
  1. 1.The Grind
  2. 2.Morning Ritual
  3. 3.Sip
Perplexity
  1. 1.The Grind
  2. 2.Morning Ritual
  3. 3.Sip
  4. 4.Sip Express
Claude
  1. 1.The Grind
  2. 2.Morning Ritual
  3. 3.Sip
  4. 4.Sip Express
Google AI Overview
  1. 1.The Grind
  2. 2.Morning Ritual
  3. 3.Sip
Query: “best coffee shops in Irving”

Plumbers

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

Dentists

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

Lawyers

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

Real Estate Agents

80% agree
ChatGPT
  1. 1.NextHome
  2. 2.Keystone Real Estate
  3. 3.Compass Realty
  4. 4.NextHome Express
Perplexity
  1. 1.NextHome
  2. 2.Keystone Real Estate
  3. 3.Compass Realty
  4. 4.NextHome Express
Claude
  1. 1.NextHome
  2. 2.Keystone Real Estate
  3. 3.Compass Realty
  4. 4.NextHome Express
  5. 5.Keystone Real Estate & Co
Google AI Overview
  1. 1.NextHome
  2. 2.Keystone Real Estate
  3. 3.Compass Realty
Query: “top real estate agents in Irving”

Personal Trainers

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

Hair Salons

100% agree
ChatGPT
  1. 1.The Color Room
  2. 2.Mane Street
  3. 3.The Style Bar
  4. 4.Strand Studio
Perplexity
  1. 1.The Color Room
  2. 2.Mane Street
  3. 3.The Style Bar
Claude
  1. 1.The Color Room
  2. 2.Mane Street
  3. 3.The Style Bar
  4. 4.Strand Studio
  5. 5.Mane Street & Co
Google AI Overview
  1. 1.The Color Room
  2. 2.Mane Street
  3. 3.The Style Bar
  4. 4.Strand Studio
  5. 5.Mane Street & Co
Query: “best hair salons in Irving”

Auto Mechanics

80% agree
ChatGPT
  1. 1.AllStar Automotive
  2. 2.Precision Motors
  3. 3.AllStar Automotive Pro
  4. 4.Metro Auto Care
  5. 5.TrustWrench
Perplexity
  1. 1.AllStar Automotive
  2. 2.Precision Motors
  3. 3.AllStar Automotive Pro
  4. 4.Metro Auto Care
Claude
  1. 1.AllStar Automotive
  2. 2.Precision Motors
  3. 3.AllStar Automotive Pro
  4. 4.Metro Auto Care
Google AI Overview
  1. 1.AllStar Automotive
  2. 2.Precision Motors
  3. 3.AllStar Automotive Pro
Query: “best auto mechanics in Irving for honest repairs”

Irving Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Irving Subreddits That Influence AI

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

r/Irving13K members

General Irving discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Irving

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 Irving business. Free, no account required.

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Frequently Asked Questions

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