CCCityCheck
SafetyCostCitiesProvidersSearchKits

Columbus AI Visibility Report — November 2026

In November 2026, we asked ChatGPT, Perplexity, and Claude to recommend local businesses in Columbus across 10 categories. Only 49 businesses were recommended across all platforms. 2 categories had very low cross-platform agreement — meaning no business in Columbus consistently shows up when someone asks AI for a hair salons recommendation.

49Businesses recommended by AI
2Categories with low/zero coverage
92%Platform agreement rate

Top Findings

1

Most-recommended businesses

Trattoria, The Kitchen, Local Provisions appeared most frequently across AI platforms.

2

Underserved categories

Hair Salons, Pizza have the lowest cross-platform agreement — the biggest opportunity for Columbus businesses.

3

Platform disagreement is the norm

ChatGPT, Perplexity, and Claude agree on only 92% of picks. Getting listed on one platform does not mean you appear on the others.

Loading report...

Share This Report

Screenshot this card and share it with local business owners, in Facebook groups, or on LinkedIn.

CityCheck

COLUMBUS AI VISIBILITY REPORT

November 2026

Businesses recommended by AI:49
Categories with low/zero coverage:2
Platform agreement rate:92%
Top Recommended

Trattoria, The Kitchen, Local Provisions

Not Represented

Hair Salons, Pizza

Only 1.2% of local businesses show up in AI search.

citycheck.live/columbus/ai-visibility/report

Check Your Business

See if ChatGPT, Perplexity, Claude, and Google AI Overviews recommend your Columbus business. Free, no account required.

Check My Business

Frequently Asked Questions

Which Columbus businesses does ChatGPT recommend?
In our November 2026 test, ChatGPT recommended 49 businesses across 10 categories in Columbus. The most recommended categories were Restaurants, Coffee Shops, and Pizza. 2 categories had very low or zero cross-platform agreement, meaning no business consistently shows up when someone asks AI for a recommendation in those areas.
How do I get my Columbus business recommended by AI?
Six steps: 1) Claim your Google Business Profile and complete every field. 2) Claim Bing Places (ChatGPT uses Bing). 3) Claim your ChatGPT Business Hub listing at business.chatgpt.com. 4) Get 50+ reviews at 4.5-4.8 stars. 5) Earn organic Reddit mentions. 6) Add LocalBusiness schema and an llms.txt file to your website.
Why doesn't my business show up in ChatGPT in Columbus?
Only 1.2% of local businesses get recommended by ChatGPT. The most common reasons: no Bing Places listing, fewer than 50 reviews, no Reddit mentions, incomplete Google Business Profile, or no structured data markup on your website. Our free audit tool can diagnose the specific gaps for your business.
What percentage of Columbus businesses appear in AI search?
Only about 1.2% of Columbus businesses are recommended when someone asks ChatGPT, Perplexity, or Claude for the "best" in a category. Furthermore, these platforms agree on only 92% of their picks — meaning a business recommended by ChatGPT may not appear in Perplexity or Claude at all.

More AI Visibility Tools for Columbus

AI Visibility OverviewFull breakdown of what AI recommendsFree AI AuditCheck if AI recommends your business12-Step ChecklistHow to get your business in ChatGPT
Back to Columbus AI VisibilityAI visibility reports for all cities