https://trailwoodlabs.com/blog Field notes on AI-search visibility, citation engineering, and what actually moves the needle for service businesses trying to win Google AI Overview, ChatGPT, Perplexity, and Gemini. en-us © 2026 Trailwood Labs Astro https://trailwoodlabs.com/blog/how-homeowners-choose-a-roofer-after-a-storm https://trailwoodlabs.com/blog/how-homeowners-choose-a-roofer-after-a-storm A new roof is a five-figure, insurance-driven decision nobody makes on impulse. Homeowners research for days by asking AI, and the roofer it names wins the job. Wed, 03 Jun 2026 00:00:00 GMT Explainer AEO Roofing Buyer Behavior AI Visibility DFW https://trailwoodlabs.com/blog/7-questions-to-ask-an-ai-seo-agency https://trailwoodlabs.com/blog/7-questions-to-ask-an-ai-seo-agency Every agency says 'AI SEO' now and most mean nothing by it. Seven questions to tell vendors who can get you cited in AI answers from those reselling old SEO. Tue, 02 Jun 2026 00:00:00 GMT Guide AEO Buyer Guide AI SEO Service Business https://trailwoodlabs.com/blog/ranking-number-one-worthless-if-ai-names-someone-else https://trailwoodlabs.com/blog/ranking-number-one-worthless-if-ai-names-someone-else For twenty years 'rank #1' was the goal of SEO. Then the top of the page moved, and the spot everyone fights for is no longer the first thing customers read. Mon, 01 Jun 2026 00:00:00 GMT Opinion AEO Google AI Overview SEO Citation https://trailwoodlabs.com/blog/hvac-buyers-research-two-weeks-before-they-call https://trailwoodlabs.com/blog/hvac-buyers-research-two-weeks-before-they-call Nobody buys a $9,000 air conditioner on impulse. HVAC buyers research for two weeks, mostly by asking AI, and the named contractor walks in already trusted. Sun, 31 May 2026 00:00:00 GMT Explainer AEO HVAC Buyer Behavior AI Visibility DFW https://trailwoodlabs.com/blog/how-to-tell-website-invisible-to-ai https://trailwoodlabs.com/blog/how-to-tell-website-invisible-to-ai Your site can load fine, rank okay, even pull leads, yet be invisible to the AI engines your customers ask first. Seven symptoms you can self-check in minutes. Sat, 30 May 2026 00:00:00 GMT Explainer AEO AI Visibility Diagnosis Service Business DFW https://trailwoodlabs.com/blog/ejr-vending-ai-search-citation https://trailwoodlabs.com/blog/ejr-vending-ai-search-citation How a DFW vending operator went from zero AI visibility to being cited across Google AI Overview, ChatGPT, and Perplexity in 90 days, and why most can't alone. Thu, 28 May 2026 00:00:00 GMT Case Study AEO Google AI Overview ChatGPT citation Case Study DFW