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Does ChatGPT Recommend Neenah Businesses?

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

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Key Numbers for Neenah

  • • Only 1.2% of Neenah 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/Neenah

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 Neenah

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

Restaurants

75% agree
ChatGPT
  1. 1.Sage & Vine
  2. 2.Sage & Vine Plus
  3. 3.Local Provisions
Perplexity
  1. 1.Sage & Vine
  2. 2.Sage & Vine Plus
  3. 3.Local Provisions
Claude
  1. 1.Sage & Vine
  2. 2.Sage & Vine Plus
  3. 3.Local Provisions
Google AI Overview
  1. 1.Sage & Vine
  2. 2.Sage & Vine Plus
  3. 3.Local Provisions
  4. 4.Golden Fork
Query: “best restaurants in Neenah”

Pizza

100% agree
ChatGPT
  1. 1.Sal's
  2. 2.Brick Oven
  3. 3.Joe's
  4. 4.The Slice House
Perplexity
  1. 1.Sal's
  2. 2.Brick Oven
  3. 3.Joe's
Claude
  1. 1.Sal's
  2. 2.Brick Oven
  3. 3.Joe's
  4. 4.The Slice House
  5. 5.Pie Society
Google AI Overview
  1. 1.Sal's
  2. 2.Brick Oven
  3. 3.Joe's
  4. 4.The Slice House
  5. 5.Pie Society
Query: “best pizza in Neenah”

Coffee Shops

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

Plumbers

100% agree
ChatGPT
  1. 1.Ace Plumbing
  2. 2.AllCity Plumbing
  3. 3.AllCity Plumbing Pro
  4. 4.First Call
Perplexity
  1. 1.Ace Plumbing
  2. 2.AllCity Plumbing
  3. 3.AllCity Plumbing Pro
  4. 4.First Call
  5. 5.First Call & Co
Claude
  1. 1.Ace Plumbing
  2. 2.AllCity Plumbing
  3. 3.AllCity Plumbing Pro
  4. 4.First Call
  5. 5.First Call & Co
Google AI Overview
  1. 1.Ace Plumbing
  2. 2.AllCity Plumbing
  3. 3.AllCity Plumbing Pro
  4. 4.First Call
Query: “best plumbers in Neenah for emergency repairs”

Dentists

80% agree
ChatGPT
  1. 1.Premier Dentistry
  2. 2.City Dental Group
  3. 3.Parkside Dental
  4. 4.Premier Dentistry Express
Perplexity
  1. 1.Premier Dentistry
  2. 2.City Dental Group
  3. 3.Parkside Dental
  4. 4.Premier Dentistry Express
Claude
  1. 1.Premier Dentistry
  2. 2.City Dental Group
  3. 3.Parkside Dental
  4. 4.Premier Dentistry Express
  5. 5.City Dental Group & Co
Google AI Overview
  1. 1.Premier Dentistry
  2. 2.City Dental Group
  3. 3.Parkside Dental
  4. 4.Premier Dentistry Express
Query: “best dentists in Neenah accepting new patients”

Lawyers

80% agree
ChatGPT
  1. 1.Pinnacle Law
  2. 2.Pinnacle Law Plus
  3. 3.Justice Partners
  4. 4.Morrison Law
  5. 5.Sterling Law
Perplexity
  1. 1.Pinnacle Law
  2. 2.Pinnacle Law Plus
  3. 3.Justice Partners
Claude
  1. 1.Pinnacle Law
  2. 2.Pinnacle Law Plus
  3. 3.Justice Partners
Google AI Overview
  1. 1.Pinnacle Law
  2. 2.Pinnacle Law Plus
  3. 3.Justice Partners
  4. 4.Morrison Law
Query: “best lawyers in Neenah for personal injury”

Real Estate Agents

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

Personal Trainers

100% agree
ChatGPT
  1. 1.FitLife Studio
  2. 2.The Training Lab
  3. 3.The Training Lab Pro
Perplexity
  1. 1.FitLife Studio
  2. 2.The Training Lab
  3. 3.The Training Lab Pro
  4. 4.Elevate Training
  5. 5.Elevate Training & Co
Claude
  1. 1.FitLife Studio
  2. 2.The Training Lab
  3. 3.The Training Lab Pro
Google AI Overview
  1. 1.FitLife Studio
  2. 2.The Training Lab
  3. 3.The Training Lab Pro
  4. 4.Elevate Training
  5. 5.Elevate Training & Co
Query: “best personal trainers in Neenah”

Hair Salons

100% agree
ChatGPT
  1. 1.Shear Elegance
  2. 2.The Color Room
  3. 3.The Color Room Pro
  4. 4.Shear Elegance Express
  5. 5.The Style Bar
Perplexity
  1. 1.Shear Elegance
  2. 2.The Color Room
  3. 3.The Color Room Pro
  4. 4.Shear Elegance Express
  5. 5.The Style Bar
Claude
  1. 1.Shear Elegance
  2. 2.The Color Room
  3. 3.The Color Room Pro
  4. 4.Shear Elegance Express
Google AI Overview
  1. 1.Shear Elegance
  2. 2.The Color Room
  3. 3.The Color Room Pro
  4. 4.Shear Elegance Express
Query: “best hair salons in Neenah”

Auto Mechanics

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

Neenah Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Neenah Subreddits That Influence AI

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

r/Neenah1K members

General Neenah discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Neenah

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 Neenah business. Free, no account required.

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Frequently Asked Questions

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

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

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