CCCityCheck
SafetyCostCitiesProvidersSearch

Does ChatGPT Recommend Marshalltown Businesses?

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

OverviewFree AuditScorecardChecklist

Key Numbers for Marshalltown

  • • Only 1.2% of Marshalltown 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/Marshalltown

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 Marshalltown

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

Restaurants

80% agree
ChatGPT
  1. 1.Golden Fork
  2. 2.Trattoria
  3. 3.The Rustic Plate
  4. 4.The Rustic Plate Express
  5. 5.The Kitchen
Perplexity
  1. 1.Golden Fork
  2. 2.Trattoria
  3. 3.The Rustic Plate
Claude
  1. 1.Golden Fork
  2. 2.Trattoria
  3. 3.The Rustic Plate
  4. 4.The Rustic Plate Express
Google AI Overview
  1. 1.Golden Fork
  2. 2.Trattoria
  3. 3.The Rustic Plate
Query: “best restaurants in Marshalltown”

Pizza

100% agree
ChatGPT
  1. 1.Joe's
  2. 2.Napoli
  3. 3.Dough & Co
  4. 4.Brick Oven
  5. 5.Roma
Perplexity
  1. 1.Joe's
  2. 2.Napoli
  3. 3.Dough & Co
  4. 4.Brick Oven
Claude
  1. 1.Joe's
  2. 2.Napoli
  3. 3.Dough & Co
  4. 4.Brick Oven
  5. 5.Roma
Google AI Overview
  1. 1.Joe's
  2. 2.Napoli
  3. 3.Dough & Co
Query: “best pizza in Marshalltown”

Coffee Shops

100% agree
ChatGPT
  1. 1.Roast
  2. 2.Sip
  3. 3.Sip Pro
  4. 4.Roast Express
  5. 5.Drip
Perplexity
  1. 1.Roast
  2. 2.Sip
  3. 3.Sip Pro
Claude
  1. 1.Roast
  2. 2.Sip
  3. 3.Sip Pro
  4. 4.Roast Express
  5. 5.Drip
Google AI Overview
  1. 1.Roast
  2. 2.Sip
  3. 3.Sip Pro
Query: “best coffee shops in Marshalltown”

Plumbers

100% agree
ChatGPT
  1. 1.Metro Plumbing
  2. 2.Metro Plumbing Plus
  3. 3.Rapid Flow
  4. 4.Rapid Flow Express
  5. 5.AllCity Plumbing
Perplexity
  1. 1.Metro Plumbing
  2. 2.Metro Plumbing Plus
  3. 3.Rapid Flow
  4. 4.Rapid Flow Express
Claude
  1. 1.Metro Plumbing
  2. 2.Metro Plumbing Plus
  3. 3.Rapid Flow
  4. 4.Rapid Flow Express
Google AI Overview
  1. 1.Metro Plumbing
  2. 2.Metro Plumbing Plus
  3. 3.Rapid Flow
  4. 4.Rapid Flow Express
  5. 5.AllCity Plumbing
Query: “best plumbers in Marshalltown for emergency repairs”

Dentists

80% agree
ChatGPT
  1. 1.City Dental Group
  2. 2.City Dental Group Plus
  3. 3.Bright Dental
  4. 4.Smile Design
  5. 5.City Dental Group & Co
Perplexity
  1. 1.City Dental Group
  2. 2.City Dental Group Plus
  3. 3.Bright Dental
Claude
  1. 1.City Dental Group
  2. 2.City Dental Group Plus
  3. 3.Bright Dental
  4. 4.Smile Design
Google AI Overview
  1. 1.City Dental Group
  2. 2.City Dental Group Plus
  3. 3.Bright Dental
  4. 4.Smile Design
Query: “best dentists in Marshalltown accepting new patients”

Lawyers

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

Real Estate Agents

80% agree
ChatGPT
  1. 1.Keystone Real Estate
  2. 2.Keystone Real Estate Plus
  3. 3.CityView Homes
  4. 4.Keystone Real Estate Express
Perplexity
  1. 1.Keystone Real Estate
  2. 2.Keystone Real Estate Plus
  3. 3.CityView Homes
  4. 4.Keystone Real Estate Express
Claude
  1. 1.Keystone Real Estate
  2. 2.Keystone Real Estate Plus
  3. 3.CityView Homes
Google AI Overview
  1. 1.Keystone Real Estate
  2. 2.Keystone Real Estate Plus
  3. 3.CityView Homes
  4. 4.Keystone Real Estate Express
  5. 5.Meridian Realty
Query: “top real estate agents in Marshalltown”

Personal Trainers

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

Hair Salons

80% agree
ChatGPT
  1. 1.The Color Room
  2. 2.Mane Street
  3. 3.Mane Street Pro
  4. 4.Strand Studio
  5. 5.Luxe Salon
Perplexity
  1. 1.The Color Room
  2. 2.Mane Street
  3. 3.Mane Street Pro
Claude
  1. 1.The Color Room
  2. 2.Mane Street
  3. 3.Mane Street Pro
Google AI Overview
  1. 1.The Color Room
  2. 2.Mane Street
  3. 3.Mane Street Pro
  4. 4.Strand Studio
Query: “best hair salons in Marshalltown”

Auto Mechanics

80% agree
ChatGPT
  1. 1.Precision Motors
  2. 2.AllStar Automotive
  3. 3.Honest Auto
  4. 4.Precision Motors Express
Perplexity
  1. 1.Precision Motors
  2. 2.AllStar Automotive
  3. 3.Honest Auto
Claude
  1. 1.Precision Motors
  2. 2.AllStar Automotive
  3. 3.Honest Auto
Google AI Overview
  1. 1.Precision Motors
  2. 2.AllStar Automotive
  3. 3.Honest Auto
  4. 4.Precision Motors Express
  5. 5.Honest Auto & Co
Query: “best auto mechanics in Marshalltown for honest repairs”

Marshalltown Sources That Feed AI Models

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

Reviews
high
Directory
high
Reviews
medium
Directory
low

Marshalltown Subreddits That Influence AI

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

r/Marshalltown1K members

General Marshalltown discussion

newsrestaurantsevents

How to Improve Your AI Visibility in Marshalltown

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 Marshalltown business. Free, no account required.

Check My Business

Frequently Asked Questions

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

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

More Marshalltown Resources

Parking & Tickets

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

Trash & Recycling

Pickup days, recycling rules, bulk pickup in Marshalltown

Back to Marshalltown overviewAI visibility guides for all cities