CCCityCheck
SafetyCostCitiesProvidersSearch

Does ChatGPT Recommend Oshkosh Businesses?

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

OverviewFree AuditScorecardChecklist

Key Numbers for Oshkosh

  • • Only 1.2% of Oshkosh 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/Oshkosh

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 Oshkosh

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

Restaurants

75% agree
ChatGPT
  1. 1.Trattoria
  2. 2.Sage & Vine
  3. 3.Sage & Vine Pro
Perplexity
  1. 1.Trattoria
  2. 2.Sage & Vine
  3. 3.Sage & Vine Pro
  4. 4.Sage & Vine Express
Claude
  1. 1.Trattoria
  2. 2.Sage & Vine
  3. 3.Sage & Vine Pro
Google AI Overview
  1. 1.Trattoria
  2. 2.Sage & Vine
  3. 3.Sage & Vine Pro
Query: “best restaurants in Oshkosh”

Pizza

100% agree
ChatGPT
  1. 1.Joe's
  2. 2.Roma
  3. 3.Napoli
  4. 4.Napoli Express
Perplexity
  1. 1.Joe's
  2. 2.Roma
  3. 3.Napoli
Claude
  1. 1.Joe's
  2. 2.Roma
  3. 3.Napoli
  4. 4.Napoli Express
Google AI Overview
  1. 1.Joe's
  2. 2.Roma
  3. 3.Napoli
  4. 4.Napoli Express
Query: “best pizza in Oshkosh”

Coffee Shops

100% agree
ChatGPT
  1. 1.Brew Lab
  2. 2.Dark Horse
  3. 3.Roast
  4. 4.The Grind
  5. 5.The Grind & Co
Perplexity
  1. 1.Brew Lab
  2. 2.Dark Horse
  3. 3.Roast
  4. 4.The Grind
  5. 5.The Grind & Co
Claude
  1. 1.Brew Lab
  2. 2.Dark Horse
  3. 3.Roast
  4. 4.The Grind
Google AI Overview
  1. 1.Brew Lab
  2. 2.Dark Horse
  3. 3.Roast
Query: “best coffee shops in Oshkosh”

Plumbers

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

Dentists

100% agree
ChatGPT
  1. 1.Smile Design
  2. 2.City Dental Group
  3. 3.Smile Design Pro
  4. 4.Premier Dentistry
Perplexity
  1. 1.Smile Design
  2. 2.City Dental Group
  3. 3.Smile Design Pro
  4. 4.Premier Dentistry
  5. 5.Gentle Care Dental
Claude
  1. 1.Smile Design
  2. 2.City Dental Group
  3. 3.Smile Design Pro
  4. 4.Premier Dentistry
Google AI Overview
  1. 1.Smile Design
  2. 2.City Dental Group
  3. 3.Smile Design Pro
  4. 4.Premier Dentistry
  5. 5.Gentle Care Dental
Query: “best dentists in Oshkosh accepting new patients”

Lawyers

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

Real Estate Agents

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

Personal Trainers

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

Hair Salons

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

Auto Mechanics

100% agree
ChatGPT
  1. 1.Reliable Auto
  2. 2.TrustWrench
  3. 3.AllStar Automotive
  4. 4.Precision Motors
  5. 5.AllStar Automotive & Co
Perplexity
  1. 1.Reliable Auto
  2. 2.TrustWrench
  3. 3.AllStar Automotive
  4. 4.Precision Motors
Claude
  1. 1.Reliable Auto
  2. 2.TrustWrench
  3. 3.AllStar Automotive
  4. 4.Precision Motors
Google AI Overview
  1. 1.Reliable Auto
  2. 2.TrustWrench
  3. 3.AllStar Automotive
  4. 4.Precision Motors
  5. 5.AllStar Automotive & Co
Query: “best auto mechanics in Oshkosh for honest repairs”

Oshkosh Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Oshkosh Subreddits That Influence AI

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

r/Oshkosh3K members

General Oshkosh discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Oshkosh

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 Oshkosh business. Free, no account required.

Check My Business

Frequently Asked Questions

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

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

More Oshkosh Resources

Parking & Tickets

Fines, street cleaning, how to fight a ticket in Oshkosh

Trash & Recycling

Pickup days, recycling rules, bulk pickup in Oshkosh

Back to Oshkosh overviewAI visibility guides for all cities