
Local SEO by Industry in Minnesota: Who AI Recommends and What the Data Shows (2026)
Nine live AI queries, one per trade: what gets cited when Minnesotans ask who to hire — plumbers, HVAC, roofers, dentists, and five more trades.
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Nine live AI queries, one per trade: what gets cited when Minnesotans ask who to hire — plumbers, HVAC, roofers, dentists, and five more trades.

Original research: we crawled 1,058 Minnesota chamber-member business websites and probed how AI assistants recommend local businesses. 87.7% have no LocalBusiness schema, 74% fail mobile performance, and most AI citations go to directories — not businesses.

A current, data-driven breakdown of the local search ranking factors that matter in 2026 — Google Business Profile signals, reviews, citations, proximity, and on-page — based on ongoing analysis of real local rankings, not a recycled 2020 survey.

Master SEMrush listing management to boost your local SEO. Step-by-step guide for SMBs to sync, optimize, and track business listings across 70+ directories.

Looking for an SEO service in MN? This complete guide helps Minnesota small businesses choose the right SEO partner, understand costs, and drive real results.

Discover the best local SEO rank tracker tools, free local SEO audit options, and automation software to dominate Google Maps rankings.

Google AI Mode is reshaping local search in Minnesota. Discover the AI mode SEO tools, rank tracking, and 7 moves your business needs to win all three results.

VeloRank ran its own AI-citation probe on real Minnesota hiring questions. 68.3% of cited sources were directories, not the business (n=41 sources, 11 queries). Here's who got cited, and why.