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Does ChatGPT Recommend Depew Businesses?

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

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Key Numbers for Depew

  • • Only 1.2% of Depew 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/Depew

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 Depew

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

Restaurants

80% agree
ChatGPT
  1. 1.Local Provisions
  2. 2.The Rustic Plate
  3. 3.Bistro
Perplexity
  1. 1.Local Provisions
  2. 2.The Rustic Plate
  3. 3.Bistro
  4. 4.Trattoria
Claude
  1. 1.Local Provisions
  2. 2.The Rustic Plate
  3. 3.Bistro
Google AI Overview
  1. 1.Local Provisions
  2. 2.The Rustic Plate
  3. 3.Bistro
  4. 4.Trattoria
  5. 5.The Kitchen
Query: “best restaurants in Depew”

Pizza

100% 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.Brick Oven
Claude
  1. 1.Roma
  2. 2.Dough & Co
  3. 3.Pie Society
  4. 4.Brick Oven
  5. 5.The Slice House
Google AI Overview
  1. 1.Roma
  2. 2.Dough & Co
  3. 3.Pie Society
  4. 4.Brick Oven
  5. 5.The Slice House
Query: “best pizza in Depew”

Coffee Shops

100% agree
ChatGPT
  1. 1.Sip
  2. 2.Roast
  3. 3.Drip
  4. 4.The Bean Counter
Perplexity
  1. 1.Sip
  2. 2.Roast
  3. 3.Drip
Claude
  1. 1.Sip
  2. 2.Roast
  3. 3.Drip
  4. 4.The Bean Counter
Google AI Overview
  1. 1.Sip
  2. 2.Roast
  3. 3.Drip
  4. 4.The Bean Counter
Query: “best coffee shops in Depew”

Plumbers

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

Dentists

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

Lawyers

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

Real Estate Agents

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

Personal Trainers

80% agree
ChatGPT
  1. 1.Iron Will Fitness
  2. 2.FitLife Studio
  3. 3.FitLife Studio Pro
  4. 4.Peak Performance
  5. 5.Iron Will Fitness & Co
Perplexity
  1. 1.Iron Will Fitness
  2. 2.FitLife Studio
  3. 3.FitLife Studio Pro
  4. 4.Peak Performance
Claude
  1. 1.Iron Will Fitness
  2. 2.FitLife Studio
  3. 3.FitLife Studio Pro
Google AI Overview
  1. 1.Iron Will Fitness
  2. 2.FitLife Studio
  3. 3.FitLife Studio Pro
Query: “best personal trainers in Depew”

Hair Salons

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

Auto Mechanics

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

Depew Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Depew Subreddits That Influence AI

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

r/Depew1K members

General Depew discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Depew

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 Depew business. Free, no account required.

Check My Business

Frequently Asked Questions

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

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

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