CCCityCheck
SafetyCostCitiesProvidersSearch

Does ChatGPT Recommend Mattoon Businesses?

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

OverviewFree AuditScorecardChecklist

Key Numbers for Mattoon

  • • Only 1.2% of Mattoon 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/Mattoon

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 Mattoon

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

Restaurants

75% agree
ChatGPT
  1. 1.Harvest Table
  2. 2.The Rustic Plate
  3. 3.Trattoria
Perplexity
  1. 1.Harvest Table
  2. 2.The Rustic Plate
  3. 3.Trattoria
Claude
  1. 1.Harvest Table
  2. 2.The Rustic Plate
  3. 3.Trattoria
  4. 4.Sage & Vine
Google AI Overview
  1. 1.Harvest Table
  2. 2.The Rustic Plate
  3. 3.Trattoria
Query: “best restaurants in Mattoon”

Pizza

100% agree
ChatGPT
  1. 1.Pie Society
  2. 2.Pie Society Plus
  3. 3.The Slice House
  4. 4.Brick Oven
Perplexity
  1. 1.Pie Society
  2. 2.Pie Society Plus
  3. 3.The Slice House
Claude
  1. 1.Pie Society
  2. 2.Pie Society Plus
  3. 3.The Slice House
  4. 4.Brick Oven
  5. 5.Napoli
Google AI Overview
  1. 1.Pie Society
  2. 2.Pie Society Plus
  3. 3.The Slice House
  4. 4.Brick Oven
  5. 5.Napoli
Query: “best pizza in Mattoon”

Coffee Shops

100% agree
ChatGPT
  1. 1.Drip
  2. 2.Brew Lab
  3. 3.Sip
Perplexity
  1. 1.Drip
  2. 2.Brew Lab
  3. 3.Sip
  4. 4.Morning Ritual
  5. 5.The Bean Counter
Claude
  1. 1.Drip
  2. 2.Brew Lab
  3. 3.Sip
Google AI Overview
  1. 1.Drip
  2. 2.Brew Lab
  3. 3.Sip
  4. 4.Morning Ritual
  5. 5.The Bean Counter
Query: “best coffee shops in Mattoon”

Plumbers

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

Dentists

80% agree
ChatGPT
  1. 1.Bright Dental
  2. 2.Bright Dental Plus
  3. 3.City Dental Group
  4. 4.City Dental Group Express
Perplexity
  1. 1.Bright Dental
  2. 2.Bright Dental Plus
  3. 3.City Dental Group
Claude
  1. 1.Bright Dental
  2. 2.Bright Dental Plus
  3. 3.City Dental Group
  4. 4.City Dental Group Express
Google AI Overview
  1. 1.Bright Dental
  2. 2.Bright Dental Plus
  3. 3.City Dental Group
  4. 4.City Dental Group Express
  5. 5.Gentle Care Dental
Query: “best dentists in Mattoon accepting new patients”

Lawyers

100% agree
ChatGPT
  1. 1.Advocate Group
  2. 2.Morrison Law
  3. 3.Pinnacle Law
Perplexity
  1. 1.Advocate Group
  2. 2.Morrison Law
  3. 3.Pinnacle Law
Claude
  1. 1.Advocate Group
  2. 2.Morrison Law
  3. 3.Pinnacle Law
  4. 4.Justice Partners
Google AI Overview
  1. 1.Advocate Group
  2. 2.Morrison Law
  3. 3.Pinnacle Law
  4. 4.Justice Partners
Query: “best lawyers in Mattoon for personal injury”

Real Estate Agents

100% agree
ChatGPT
  1. 1.NextHome
  2. 2.Meridian Realty
  3. 3.Urban Nest
  4. 4.Compass Realty
  5. 5.Urban Nest & Co
Perplexity
  1. 1.NextHome
  2. 2.Meridian Realty
  3. 3.Urban Nest
Claude
  1. 1.NextHome
  2. 2.Meridian Realty
  3. 3.Urban Nest
  4. 4.Compass Realty
Google AI Overview
  1. 1.NextHome
  2. 2.Meridian Realty
  3. 3.Urban Nest
  4. 4.Compass Realty
  5. 5.Urban Nest & Co
Query: “top real estate agents in Mattoon”

Personal Trainers

80% agree
ChatGPT
  1. 1.Elevate Training
  2. 2.Peak Performance
  3. 3.Core Strength
  4. 4.Peak Performance Express
Perplexity
  1. 1.Elevate Training
  2. 2.Peak Performance
  3. 3.Core Strength
  4. 4.Peak Performance Express
  5. 5.Iron Will Fitness
Claude
  1. 1.Elevate Training
  2. 2.Peak Performance
  3. 3.Core Strength
  4. 4.Peak Performance Express
Google AI Overview
  1. 1.Elevate Training
  2. 2.Peak Performance
  3. 3.Core Strength
  4. 4.Peak Performance Express
Query: “best personal trainers in Mattoon”

Hair Salons

80% agree
ChatGPT
  1. 1.Shear Elegance
  2. 2.Mane Street
  3. 3.Bliss Hair
  4. 4.Mane Street Express
  5. 5.Mane Street & Co
Perplexity
  1. 1.Shear Elegance
  2. 2.Mane Street
  3. 3.Bliss Hair
  4. 4.Mane Street Express
Claude
  1. 1.Shear Elegance
  2. 2.Mane Street
  3. 3.Bliss Hair
  4. 4.Mane Street Express
Google AI Overview
  1. 1.Shear Elegance
  2. 2.Mane Street
  3. 3.Bliss Hair
  4. 4.Mane Street Express
Query: “best hair salons in Mattoon”

Auto Mechanics

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

Mattoon Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Mattoon Subreddits That Influence AI

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

r/Mattoon1K members

General Mattoon discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Mattoon

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 Mattoon business. Free, no account required.

Check My Business

Frequently Asked Questions

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

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

More Mattoon Resources

Parking & Tickets

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

Trash & Recycling

Pickup days, recycling rules, bulk pickup in Mattoon

Back to Mattoon overviewAI visibility guides for all cities