Who Does AI Recommend in Minneapolis? We Asked 96 Times and Never Got the Same Answer Twice
We ran 96 queries through ChatGPT, Perplexity, and Google's AI Overviews asking who's best in Minneapolis. Ask the same question five times and you can get 77 different companies. Here's the data, and where we landed.
Written by Christopher Merry — a computer geek since 1977, building websites since 1996, and running SEO campaigns in Minneapolis ever since. Practical advice on WordPress, search engine optimization, web design costs, and digital marketing for Twin Cities businesses. No fluff, no filler, every stat sourced.
Generative Engine Optimization: How to Get Cited by AI (2026)
Generative engine optimization (GEO) is how you get cited by ChatGPT, Perplexity, and Google AI Overviews. Here's what GEO is, how it differs from SEO, and the study-backed tactics that lift AI visibility up to 40%, plus a live test of what AI says about Minneapolis businesses.
Single Page Application SEO: Why SPAs Break Google (and How to Fix It in 2026)
Client-rendered SPAs ship near-empty HTML, Google's render queue can lag for hours, and AI crawlers run zero JavaScript. Here's how to fix single page application SEO.
Do You Still Need SEO in the Age of AI?
AI search engines depend on SEO signals to choose who they cite. 38% of AI Overview citations still come from top-10 organic results. Skip the SEO and you skip the AI visibility too.
AI Visibility vs. Traditional SEO in 2026: What Every Business Owner Needs to Know
AI search has fractured SEO into many moving targets — Google AI Overviews, AI Mode, ChatGPT, Perplexity, Copilot. Here's what AI visibility actually means for your business, how it differs from traditional SEO, and what's working in 2026.
The Markdown Myth: What Google Actually Said About llms.txt and AI SEO
A LinkedIn post claimed Google released a Markdown standard for AI optimization. Google said the opposite, in writing,...
Law Firm SEO Scam: How "Off-Site SEO" Vendors Hijack Your Brand
Per-case SEO sounds like zero risk: you only pay when a case closes. A year in, your own brand name returns somebody else's domain in Google, AI Overviews cite a vendor microsite as you, and every billboard and referral you ever paid for funnels leads through a site you do not own. Here is how the scheme works, in twelve steps.
AI Visibility for Twin Cities Small Businesses: The 2026 Guide to GEO, AEO, and What Comes Next
AI search rewrote the rules for Twin Cities small businesses. Here’s what AI visibility, GEO, and AEO mean — plus...
12 Questions to Ask Before Hiring a Minneapolis SEO Firm
Twelve questions that separate real Minneapolis SEO firms from polished sales operations. Ask these before signing...
Minneapolis vs St. Paul: Capturing the Full Twin Cities Metro with Local SEO
Ranking across Minneapolis AND St. Paul needs two local SEO plays, not one. Here is how to capture both sides of the...
How Much Does SEO Cost in Minneapolis? 2026 Pricing Guide
What Minneapolis SEO actually costs in 2026, who charges what, and what you should expect for each budget tier. No...
Google Business Profile for Minneapolis Businesses: 2026 Optimization Playbook
Every field, every lever, every mistake. The full Google Business Profile optimization playbook for Minneapolis...
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