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Does ChatGPT Recommend Harvey Businesses?

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

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Key Numbers for Harvey

  • • Only 1.2% of Harvey 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/Harvey

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 Harvey

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

Restaurants

100% agree
ChatGPT
  1. 1.Trattoria
  2. 2.Local Provisions
  3. 3.Local Provisions Pro
  4. 4.The Rustic Plate
  5. 5.Bistro
Perplexity
  1. 1.Trattoria
  2. 2.Local Provisions
  3. 3.Local Provisions Pro
  4. 4.The Rustic Plate
  5. 5.Bistro
Claude
  1. 1.Trattoria
  2. 2.Local Provisions
  3. 3.Local Provisions Pro
  4. 4.The Rustic Plate
  5. 5.Bistro
Google AI Overview
  1. 1.Trattoria
  2. 2.Local Provisions
  3. 3.Local Provisions Pro
Query: “best restaurants in Harvey”

Pizza

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

Coffee Shops

80% agree
ChatGPT
  1. 1.Drip
  2. 2.Sip
  3. 3.Sip Pro
Perplexity
  1. 1.Drip
  2. 2.Sip
  3. 3.Sip Pro
  4. 4.Roast
  5. 5.The Grind
Claude
  1. 1.Drip
  2. 2.Sip
  3. 3.Sip Pro
  4. 4.Roast
Google AI Overview
  1. 1.Drip
  2. 2.Sip
  3. 3.Sip Pro
  4. 4.Roast
Query: “best coffee shops in Harvey”

Plumbers

80% agree
ChatGPT
  1. 1.Ace Plumbing
  2. 2.Rapid Flow
  3. 3.Metro Plumbing
  4. 4.Pro Pipe
  5. 5.First Call
Perplexity
  1. 1.Ace Plumbing
  2. 2.Rapid Flow
  3. 3.Metro Plumbing
Claude
  1. 1.Ace Plumbing
  2. 2.Rapid Flow
  3. 3.Metro Plumbing
Google AI Overview
  1. 1.Ace Plumbing
  2. 2.Rapid Flow
  3. 3.Metro Plumbing
  4. 4.Pro Pipe
Query: “best plumbers in Harvey for emergency repairs”

Dentists

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

Lawyers

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

Real Estate Agents

75% agree
ChatGPT
  1. 1.Urban Nest
  2. 2.Keystone Real Estate
  3. 3.NextHome
Perplexity
  1. 1.Urban Nest
  2. 2.Keystone Real Estate
  3. 3.NextHome
  4. 4.Compass Realty
Claude
  1. 1.Urban Nest
  2. 2.Keystone Real Estate
  3. 3.NextHome
Google AI Overview
  1. 1.Urban Nest
  2. 2.Keystone Real Estate
  3. 3.NextHome
Query: “top real estate agents in Harvey”

Personal Trainers

100% agree
ChatGPT
  1. 1.Core Strength
  2. 2.Iron Will Fitness
  3. 3.Iron Will Fitness Pro
  4. 4.Iron Will Fitness Express
Perplexity
  1. 1.Core Strength
  2. 2.Iron Will Fitness
  3. 3.Iron Will Fitness Pro
Claude
  1. 1.Core Strength
  2. 2.Iron Will Fitness
  3. 3.Iron Will Fitness Pro
  4. 4.Iron Will Fitness Express
  5. 5.Elevate Training
Google AI Overview
  1. 1.Core Strength
  2. 2.Iron Will Fitness
  3. 3.Iron Will Fitness Pro
  4. 4.Iron Will Fitness Express
  5. 5.Elevate Training
Query: “best personal trainers in Harvey”

Hair Salons

80% agree
ChatGPT
  1. 1.Strand Studio
  2. 2.Bliss Hair
  3. 3.Shear Elegance
  4. 4.The Color Room
Perplexity
  1. 1.Strand Studio
  2. 2.Bliss Hair
  3. 3.Shear Elegance
  4. 4.The Color Room
  5. 5.The Style Bar
Claude
  1. 1.Strand Studio
  2. 2.Bliss Hair
  3. 3.Shear Elegance
  4. 4.The Color Room
Google AI Overview
  1. 1.Strand Studio
  2. 2.Bliss Hair
  3. 3.Shear Elegance
Query: “best hair salons in Harvey”

Auto Mechanics

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

Harvey Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Harvey Subreddits That Influence AI

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

r/Harvey1K members

General Harvey discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Harvey

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 Harvey business. Free, no account required.

Check My Business

Frequently Asked Questions

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

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

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