---
title: "AI Recommends a Business Outside the City You Asked About 17.4% of the Time - Suff Digital"
url: https://www.suffdigital.com/resources/data-studies/ai-recommends-business-wrong-city
description: "We turn websites into predictable revenue engines. Web design and SEO that drives revenue, not clicks. Nashville-based, senior US team."
lang: en
---

AI Recommends a Business Outside the City You Asked About 17.4% of the Time (https://www.suffdigital.com/resources/data-studies/ai-recommends-business-wrong-city)

17.4% of the local businesses ChatGPT and Gemini recommend for a US city are located in a different city from the one in the question. In Cleveland and Detroit, more than half of AI's local picks are outside the city.

AI picks located outside the city by city

Burlington, VT

60%

Cleveland, OH

58.4%

Detroit, MI

58.1%

Lewiston, ME

55.4%

Milwaukee, WI

40.4%

Salt Lake City, UT

38.6%

Boston, MA

37.2%

New Orleans, LA

36.4%

Flagstaff, AZ

3.6%

Bend, OR

2.7%

Santa Fe, NM

1.1%

Austin, TX

0.9%

Tucson, AZ

0.9%

San Antonio, TX

0.8%

El Paso, TX

0%

Source: Suff Digital analysis of 7,921 AI-recommended businesses with confirmed addresses in 79 US cities · ChatGPT and Gemini answers and Google Business Profiles, September 2026

Source: AI Recommends a Business Outside the City You Asked About 17.4% of the Time - Suff Digital (https://www.suffdigital.com/resources/data-studies/ai-recommends-business-wrong-city)

## Structured data

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```