GEO Academy
Learn how local businesses get found and recommended by AI.
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Guides, research, and practical answers for your business.
Why ChatGPT Shows a Lower Star Rating Than Google
Same business, same city: ChatGPT's Yelp-linked cards averaged 4.3 stars vs 4.9 on Google AI Mode. Why it happens and what to fix within Yelp's rules.
Reddit SEO for Local Businesses: What AI Search Cites
Reddit is 1.2% of AI citations on home-services questions, and 93% of cited threads come from city subreddits. What it means, and Reddit's rules.
How Do Restoration Companies Get Recommended by ChatGPT?
ChatGPT cited the BBB in 61% of its water damage restoration answers, four times its usual rate. What that means for restoration brands, market by market.
sameAs Schema: JSON-LD Examples for Local Businesses
Working sameAs JSON-LD examples for a multi-location business: Organization on the homepage, LocalBusiness per branch, and which profile URLs go where.
How Do Plumbing Companies Get Recommended by ChatGPT?
ChatGPT showed a plumber under 4 stars in 37.6% of plumbing answers with map cards; Google AI Mode, 2.6%. Why, and what to fix, from 9,457 AI answers.
Birdeye Alternatives & Competitors: 10 Compared With Prices
Ten Birdeye alternatives for multi-location service brands, compared on reviews, listings, AI answer tracking, and prices checked September 23, 2026.
Best Review Management Software for Home Services (2026)
Eleven review tools for HVAC, plumbing, and home services: prices checked September 23, 2026, technician attribution, and where each falls short.
How Much Does AI Visibility Software Cost? 2026 Prices
Published prices for 20 AI visibility and local search tools, checked September 23, 2026: $24.99 to $295 a month at entry, and what 25 locations cost.
How Do HVAC Companies Get Recommended by ChatGPT?
ChatGPT answers HVAC replacement questions with prices, financing and warranties, and furnace emergencies with 24/7 service. Data from 9,573 AI answers.
AI Visibility Score: What's Good? 2026 Benchmarks
The median home-services company is named in 29.5% of AI answers; 34.9% puts you in the top quarter. Benchmarks from 13 companies, by engine.
What Should Location Pages Include for AI Search? 2026 Data
We sorted 74,969 AI citations to contractor sites: 43% homepages, 48% service and location pages, 1.5% blogs. The location page spec to copy.
How Do Franchise Brands Get Recommended by ChatGPT?
National franchise brands appeared in 24% of AI answers but filled 7.5% of the named slots. AI names locations, so a franchise wins one location at a time.
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