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Does ChatGPT Recommend Cohoes Businesses?

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

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Key Numbers for Cohoes

  • • Only 1.2% of Cohoes 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/Cohoes

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 Cohoes

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

Restaurants

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

Pizza

80% agree
ChatGPT
  1. 1.Brick Oven
  2. 2.Brick Oven Plus
  3. 3.Napoli
Perplexity
  1. 1.Brick Oven
  2. 2.Brick Oven Plus
  3. 3.Napoli
  4. 4.Sal's
  5. 5.Pie Society
Claude
  1. 1.Brick Oven
  2. 2.Brick Oven Plus
  3. 3.Napoli
  4. 4.Sal's
Google AI Overview
  1. 1.Brick Oven
  2. 2.Brick Oven Plus
  3. 3.Napoli
Query: “best pizza in Cohoes”

Coffee Shops

100% agree
ChatGPT
  1. 1.Dark Horse
  2. 2.Drip
  3. 3.The Bean Counter
  4. 4.Dark Horse Express
Perplexity
  1. 1.Dark Horse
  2. 2.Drip
  3. 3.The Bean Counter
  4. 4.Dark Horse Express
Claude
  1. 1.Dark Horse
  2. 2.Drip
  3. 3.The Bean Counter
Google AI Overview
  1. 1.Dark Horse
  2. 2.Drip
  3. 3.The Bean Counter
  4. 4.Dark Horse Express
Query: “best coffee shops in Cohoes”

Plumbers

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

Dentists

80% agree
ChatGPT
  1. 1.Gentle Care Dental
  2. 2.Bright Dental
  3. 3.Gentle Care Dental Pro
  4. 4.Parkside Dental
Perplexity
  1. 1.Gentle Care Dental
  2. 2.Bright Dental
  3. 3.Gentle Care Dental Pro
  4. 4.Parkside Dental
  5. 5.Parkside Dental & Co
Claude
  1. 1.Gentle Care Dental
  2. 2.Bright Dental
  3. 3.Gentle Care Dental Pro
  4. 4.Parkside Dental
Google AI Overview
  1. 1.Gentle Care Dental
  2. 2.Bright Dental
  3. 3.Gentle Care Dental Pro
Query: “best dentists in Cohoes accepting new patients”

Lawyers

100% agree
ChatGPT
  1. 1.Sterling Law
  2. 2.Sterling Law Plus
  3. 3.Sterling Law Pro
  4. 4.Morrison Law
  5. 5.Morrison Law & Co
Perplexity
  1. 1.Sterling Law
  2. 2.Sterling Law Plus
  3. 3.Sterling Law Pro
  4. 4.Morrison Law
  5. 5.Morrison Law & Co
Claude
  1. 1.Sterling Law
  2. 2.Sterling Law Plus
  3. 3.Sterling Law Pro
  4. 4.Morrison Law
Google AI Overview
  1. 1.Sterling Law
  2. 2.Sterling Law Plus
  3. 3.Sterling Law Pro
Query: “best lawyers in Cohoes for personal injury”

Real Estate Agents

80% agree
ChatGPT
  1. 1.Compass Realty
  2. 2.Urban Nest
  3. 3.Compass Realty Pro
Perplexity
  1. 1.Compass Realty
  2. 2.Urban Nest
  3. 3.Compass Realty Pro
  4. 4.NextHome
Claude
  1. 1.Compass Realty
  2. 2.Urban Nest
  3. 3.Compass Realty Pro
Google AI Overview
  1. 1.Compass Realty
  2. 2.Urban Nest
  3. 3.Compass Realty Pro
  4. 4.NextHome
  5. 5.Keystone Real Estate
Query: “top real estate agents in Cohoes”

Personal Trainers

100% agree
ChatGPT
  1. 1.Core Strength
  2. 2.Core Strength Plus
  3. 3.Iron Will Fitness
Perplexity
  1. 1.Core Strength
  2. 2.Core Strength Plus
  3. 3.Iron Will Fitness
  4. 4.Peak Performance
  5. 5.Peak Performance & Co
Claude
  1. 1.Core Strength
  2. 2.Core Strength Plus
  3. 3.Iron Will Fitness
  4. 4.Peak Performance
  5. 5.Peak Performance & Co
Google AI Overview
  1. 1.Core Strength
  2. 2.Core Strength Plus
  3. 3.Iron Will Fitness
  4. 4.Peak Performance
Query: “best personal trainers in Cohoes”

Hair Salons

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

Auto Mechanics

80% agree
ChatGPT
  1. 1.Reliable Auto
  2. 2.Reliable Auto Plus
  3. 3.Honest Auto
  4. 4.Metro Auto Care
Perplexity
  1. 1.Reliable Auto
  2. 2.Reliable Auto Plus
  3. 3.Honest Auto
Claude
  1. 1.Reliable Auto
  2. 2.Reliable Auto Plus
  3. 3.Honest Auto
  4. 4.Metro Auto Care
Google AI Overview
  1. 1.Reliable Auto
  2. 2.Reliable Auto Plus
  3. 3.Honest Auto
  4. 4.Metro Auto Care
  5. 5.AllStar Automotive
Query: “best auto mechanics in Cohoes for honest repairs”

Cohoes Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Cohoes Subreddits That Influence AI

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

r/Cohoes1K members

General Cohoes discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Cohoes

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 Cohoes business. Free, no account required.

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Frequently Asked Questions

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

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

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