The Voxaris Blog
Real frameworks, real case studies, and weekly citation data across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews.
Your business is invisible in ChatGPT, Perplexity, and Google AI Overviews for one of 9 fixable reasons. Here's how to diagnose and fix each one.
llms.txt is a proposed markdown file that points AI tools to your key content. Here's the honest 2026 reality: who reads it, who doesn't, and whether you need one.
GEO is the practice of structuring content so AI engines cite you in their answers. Here's the Princeton study data, how GEO relates to AEO/SEO, and a checklist.
Answer Engine Optimization (AEO) is structuring content so AI engines cite you directly in answers. Here's how AEO works, how it differs from SEO, and how to measure it.
A step-by-step 2026 playbook to get your business cited by ChatGPT, Perplexity, and Google AI Overviews — entity graph, sameAs, answer-first content, and FAQ schema.
Stop buying shared roofing leads. Here's how roofers win owned leads in 2026 with Google Business Profile, reviews, storm-season AEO, and speed-to-lead.
Honest 2026 ranges for SEO, AEO, Google Ads, GBP, and websites for home-service contractors — plus in-house vs agency math and how to judge ROI.
The 2026 Google Business Profile checklist for roofers, HVAC, and plumbers — primary category, weekly Posts, review velocity, 24h responses, and NAP consistency.
DIY AEO vs hiring an agency: who can do it themselves, when to hire, what a real AEO agency does, the red flags to avoid, and the exact questions to ask.
AEO, SEO, and GEO solve three different problems. Here's a clear comparison of goals, target surfaces, tactics, and metrics — and why home services need all three now.
Homeowners now ask AI for a contractor before they ever open Google. Here's how AI decides who to name, why most home-service businesses are invisible to it, and how to get found.
Homeowners hire whoever sends a real number first — not the best roofer. The speed-to-price math, why 'request a quote' forms lose, and how an instant estimator (within 3% of EagleView in our testing) wins the job.
Most AEO tools score the technical foundation, not whether AI actually cites you. Here's why an 85/100 still hides you — and the 7 fixes that move citations.