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Does ChatGPT Recommend Holyoke Businesses?

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

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Key Numbers for Holyoke

  • • Only 1.2% of Holyoke 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/Holyoke

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 Holyoke

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

Restaurants

100% agree
ChatGPT
  1. 1.Trattoria
  2. 2.Sage & Vine
  3. 3.Harvest Table
  4. 4.The Rustic Plate
  5. 5.Golden Fork
Perplexity
  1. 1.Trattoria
  2. 2.Sage & Vine
  3. 3.Harvest Table
  4. 4.The Rustic Plate
Claude
  1. 1.Trattoria
  2. 2.Sage & Vine
  3. 3.Harvest Table
  4. 4.The Rustic Plate
  5. 5.Golden Fork
Google AI Overview
  1. 1.Trattoria
  2. 2.Sage & Vine
  3. 3.Harvest Table
Query: “best restaurants in Holyoke”

Pizza

100% agree
ChatGPT
  1. 1.Brick Oven
  2. 2.Pie Society
  3. 3.Napoli
Perplexity
  1. 1.Brick Oven
  2. 2.Pie Society
  3. 3.Napoli
  4. 4.Brick Oven Express
Claude
  1. 1.Brick Oven
  2. 2.Pie Society
  3. 3.Napoli
  4. 4.Brick Oven Express
Google AI Overview
  1. 1.Brick Oven
  2. 2.Pie Society
  3. 3.Napoli
Query: “best pizza in Holyoke”

Coffee Shops

80% agree
ChatGPT
  1. 1.Roast
  2. 2.Morning Ritual
  3. 3.Drip
Perplexity
  1. 1.Roast
  2. 2.Morning Ritual
  3. 3.Drip
Claude
  1. 1.Roast
  2. 2.Morning Ritual
  3. 3.Drip
  4. 4.The Bean Counter
  5. 5.Roast & Co
Google AI Overview
  1. 1.Roast
  2. 2.Morning Ritual
  3. 3.Drip
  4. 4.The Bean Counter
Query: “best coffee shops in Holyoke”

Plumbers

80% agree
ChatGPT
  1. 1.First Call
  2. 2.Metro Plumbing
  3. 3.AllCity Plumbing
Perplexity
  1. 1.First Call
  2. 2.Metro Plumbing
  3. 3.AllCity Plumbing
  4. 4.Ace Plumbing
Claude
  1. 1.First Call
  2. 2.Metro Plumbing
  3. 3.AllCity Plumbing
  4. 4.Ace Plumbing
  5. 5.Ace Plumbing & Co
Google AI Overview
  1. 1.First Call
  2. 2.Metro Plumbing
  3. 3.AllCity Plumbing
Query: “best plumbers in Holyoke for emergency repairs”

Dentists

100% agree
ChatGPT
  1. 1.Premier Dentistry
  2. 2.Bright Dental
  3. 3.Parkside Dental
Perplexity
  1. 1.Premier Dentistry
  2. 2.Bright Dental
  3. 3.Parkside Dental
  4. 4.Parkside Dental Express
  5. 5.Smile Design
Claude
  1. 1.Premier Dentistry
  2. 2.Bright Dental
  3. 3.Parkside Dental
  4. 4.Parkside Dental Express
  5. 5.Smile Design
Google AI Overview
  1. 1.Premier Dentistry
  2. 2.Bright Dental
  3. 3.Parkside Dental
Query: “best dentists in Holyoke accepting new patients”

Lawyers

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

Real Estate Agents

100% agree
ChatGPT
  1. 1.Keystone Real Estate
  2. 2.Keystone Real Estate Plus
  3. 3.CityView Homes
  4. 4.Compass Realty
  5. 5.Urban Nest
Perplexity
  1. 1.Keystone Real Estate
  2. 2.Keystone Real Estate Plus
  3. 3.CityView Homes
  4. 4.Compass Realty
  5. 5.Urban Nest
Claude
  1. 1.Keystone Real Estate
  2. 2.Keystone Real Estate Plus
  3. 3.CityView Homes
  4. 4.Compass Realty
  5. 5.Urban Nest
Google AI Overview
  1. 1.Keystone Real Estate
  2. 2.Keystone Real Estate Plus
  3. 3.CityView Homes
  4. 4.Compass Realty
  5. 5.Urban Nest
Query: “top real estate agents in Holyoke”

Personal Trainers

60% agree
ChatGPT
  1. 1.FitLife Studio
  2. 2.FitLife Studio Plus
  3. 3.Elevate Training
Perplexity
  1. 1.FitLife Studio
  2. 2.FitLife Studio Plus
  3. 3.Elevate Training
Claude
  1. 1.FitLife Studio
  2. 2.FitLife Studio Plus
  3. 3.Elevate Training
Google AI Overview
  1. 1.FitLife Studio
  2. 2.FitLife Studio Plus
  3. 3.Elevate Training
  4. 4.Elevate Training Express
  5. 5.FitLife Studio & Co
Query: “best personal trainers in Holyoke”

Hair Salons

80% agree
ChatGPT
  1. 1.Strand Studio
  2. 2.Luxe Salon
  3. 3.Bliss Hair
  4. 4.Strand Studio Express
  5. 5.Mane Street
Perplexity
  1. 1.Strand Studio
  2. 2.Luxe Salon
  3. 3.Bliss Hair
  4. 4.Strand Studio Express
Claude
  1. 1.Strand Studio
  2. 2.Luxe Salon
  3. 3.Bliss Hair
  4. 4.Strand Studio Express
Google AI Overview
  1. 1.Strand Studio
  2. 2.Luxe Salon
  3. 3.Bliss Hair
Query: “best hair salons in Holyoke”

Auto Mechanics

100% agree
ChatGPT
  1. 1.AllStar Automotive
  2. 2.Honest Auto
  3. 3.Metro Auto Care
  4. 4.Metro Auto Care Express
Perplexity
  1. 1.AllStar Automotive
  2. 2.Honest Auto
  3. 3.Metro Auto Care
  4. 4.Metro Auto Care Express
  5. 5.Reliable Auto
Claude
  1. 1.AllStar Automotive
  2. 2.Honest Auto
  3. 3.Metro Auto Care
  4. 4.Metro Auto Care Express
  5. 5.Reliable Auto
Google AI Overview
  1. 1.AllStar Automotive
  2. 2.Honest Auto
  3. 3.Metro Auto Care
  4. 4.Metro Auto Care Express
  5. 5.Reliable Auto
Query: “best auto mechanics in Holyoke for honest repairs”

Holyoke Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Holyoke Subreddits That Influence AI

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

r/Holyoke2K members

General Holyoke discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Holyoke

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 Holyoke business. Free, no account required.

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Frequently Asked Questions

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

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

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