Does ChatGPT Recommend Bozeman Businesses?
Only 1.2% of local businesses in Bozeman are recommended by ChatGPT. Perplexity and ChatGPT agree on only 24% of their top picks. Below is what AI engines actually recommend in Bozeman and how to improve your visibility.
Key Numbers for Bozeman
- • Only 1.2% of Bozeman 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/Bozeman
AI Search Visibility: Key Numbers
Percentage of local businesses recommended by ChatGPT when users ask for the 'best' in a category and city
Source: SOCi Local Visibility Report, 2024
Agreement rate between ChatGPT and Perplexity on which local businesses to recommend for the same query
Source: ClicksDynasty AI Citation Study, 2025
Year-over-year growth in AI-referred traffic to local business websites (2024 to 2025)
Source: BrightEdge AI Search Report, 2025
Percentage of US consumers who have used AI tools like ChatGPT to find local businesses
Source: BrightLocal Consumer Survey, 2025
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
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 Bozeman
Side-by-side results from ChatGPT, Perplexity, Claude, and Google AI Overview for Bozeman business queries. The agreement rate between platforms is low.
Restaurants
80% agree- 1.The Rustic Plate
- 2.The Kitchen
- 3.Golden Fork
- 4.The Kitchen Express
- 5.The Kitchen & Co
- 1.The Rustic Plate
- 2.The Kitchen
- 3.Golden Fork
- 1.The Rustic Plate
- 2.The Kitchen
- 3.Golden Fork
- 1.The Rustic Plate
- 2.The Kitchen
- 3.Golden Fork
- 4.The Kitchen Express
Pizza
80% agree- 1.Sal's
- 2.Sal's Plus
- 3.Napoli
- 4.Sal's Express
- 5.Joe's
- 1.Sal's
- 2.Sal's Plus
- 3.Napoli
- 1.Sal's
- 2.Sal's Plus
- 3.Napoli
- 1.Sal's
- 2.Sal's Plus
- 3.Napoli
- 4.Sal's Express
Coffee Shops
100% agree- 1.The Grind
- 2.Drip
- 3.Roast
- 4.Drip Express
- 5.The Bean Counter
- 1.The Grind
- 2.Drip
- 3.Roast
- 1.The Grind
- 2.Drip
- 3.Roast
- 4.Drip Express
- 5.The Bean Counter
- 1.The Grind
- 2.Drip
- 3.Roast
Plumbers
100% agree- 1.TrueBlue Plumbing
- 2.Rapid Flow
- 3.TrueBlue Plumbing Pro
- 4.Metro Plumbing
- 5.Pro Pipe
- 1.TrueBlue Plumbing
- 2.Rapid Flow
- 3.TrueBlue Plumbing Pro
- 4.Metro Plumbing
- 5.Pro Pipe
- 1.TrueBlue Plumbing
- 2.Rapid Flow
- 3.TrueBlue Plumbing Pro
- 4.Metro Plumbing
- 1.TrueBlue Plumbing
- 2.Rapid Flow
- 3.TrueBlue Plumbing Pro
- 4.Metro Plumbing
Dentists
80% agree- 1.City Dental Group
- 2.Premier Dentistry
- 3.Gentle Care Dental
- 1.City Dental Group
- 2.Premier Dentistry
- 3.Gentle Care Dental
- 4.City Dental Group Express
- 1.City Dental Group
- 2.Premier Dentistry
- 3.Gentle Care Dental
- 1.City Dental Group
- 2.Premier Dentistry
- 3.Gentle Care Dental
- 4.City Dental Group Express
- 5.Gentle Care Dental & Co
Lawyers
80% agree- 1.Justice Partners
- 2.The Legal Shield
- 3.Justice Partners Pro
- 4.Pinnacle Law
- 5.The Legal Shield & Co
- 1.Justice Partners
- 2.The Legal Shield
- 3.Justice Partners Pro
- 1.Justice Partners
- 2.The Legal Shield
- 3.Justice Partners Pro
- 1.Justice Partners
- 2.The Legal Shield
- 3.Justice Partners Pro
- 4.Pinnacle Law
Real Estate Agents
75% agree- 1.Compass Realty
- 2.Urban Nest
- 3.Compass Realty Pro
- 4.Compass Realty Express
- 1.Compass Realty
- 2.Urban Nest
- 3.Compass Realty Pro
- 1.Compass Realty
- 2.Urban Nest
- 3.Compass Realty Pro
- 1.Compass Realty
- 2.Urban Nest
- 3.Compass Realty Pro
Personal Trainers
100% agree- 1.FitLife Studio
- 2.Core Strength
- 3.Peak Performance
- 1.FitLife Studio
- 2.Core Strength
- 3.Peak Performance
- 4.The Training Lab
- 5.FitLife Studio & Co
- 1.FitLife Studio
- 2.Core Strength
- 3.Peak Performance
- 4.The Training Lab
- 1.FitLife Studio
- 2.Core Strength
- 3.Peak Performance
- 4.The Training Lab
- 5.FitLife Studio & Co
Hair Salons
80% agree- 1.Mane Street
- 2.Mane Street Plus
- 3.Mane Street Pro
- 4.Strand Studio
- 1.Mane Street
- 2.Mane Street Plus
- 3.Mane Street Pro
- 1.Mane Street
- 2.Mane Street Plus
- 3.Mane Street Pro
- 4.Strand Studio
- 5.Shear Elegance
- 1.Mane Street
- 2.Mane Street Plus
- 3.Mane Street Pro
- 4.Strand Studio
Auto Mechanics
100% agree- 1.Honest Auto
- 2.TrustWrench
- 3.Precision Motors
- 4.Metro Auto Care
- 1.Honest Auto
- 2.TrustWrench
- 3.Precision Motors
- 1.Honest Auto
- 2.TrustWrench
- 3.Precision Motors
- 4.Metro Auto Care
- 5.TrustWrench & Co
- 1.Honest Auto
- 2.TrustWrench
- 3.Precision Motors
- 4.Metro Auto Care
- 5.TrustWrench & Co
Bozeman Sources That Feed AI Models
These are the Bozeman sources AI models cite when recommending local businesses. High-importance sources have the most weight.
Bozeman Subreddits That Influence AI
63% of ChatGPT local recommendations cite Reddit. These are the Bozeman subreddits AI models pull from most.
How to Improve Your AI Visibility in Bozeman
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