5 AI Infrastructure Layers That Decide Whether Your Shopify Store Gets Cited in 2026
"AI infrastructure" usually gets framed as a compute-and-model conversation which provider, which model, how much it costs to run. For a Shopify sto…
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How I’m Improving a Local Service Website for SEO, AEO & GEO
I’ve been working on improving a local pressure washing website in Jacksonville, FL, and I’ve been focusing on more than just traditional SEO. Some…
Vercel Shipped is-agentic.com. Here Is How the Scoreboard Works
Vercel shipped a public score for whether agents can read your site. I had already been doing this work by hand on Promptway: llms.txt, feeds, JSON-…
is-agentic Scored Promptway 74. Here Is What I Changed
I ran npx is-agentic promptway.com and the report came back 74 out of 100 . Essential was 59 of 80. Recommended 12.6 of 20. A 2.4-point bonus. The l…
Generative Engine Optimization (GEO) & AEO: How We Replaced Traditional SEO for LLMs
Generative Engine Optimization (GEO) and AEO: How We Replaced Traditional SEO for Search LLMs Tags: seo, webdev, ai, digitalmarketing The landscape…
Query Fan-Out Mapping: What It Actually Means for a Shopify PDP
If you've read about "query fan-out" and nodded along without changing anything on your product pages, this one's for you. It's a useful concept tha…
My Portfolio Site Was Invisible to AI. Here's What Fixed It.
I built my portfolio site as a slick React SPA with a hero section, smooth scroll-spy navbar, the works. Looked great in a browser. Then I ran an fr…
I built an open-source CLI that tells you if ChatGPT cites your brand — and what to do about it
Your users have started asking ChatGPT and Perplexity instead of Google. So here is the uncomfortable question: when someone asks an AI engine "what…
The Anatomy of a Machine's Mind - Decoding AEO, GEO
We are moving away from traditional "10 blue links" (where Google ranks a document) to a semantic synthesis model (where Google extracts the factual…
What is AEO? How to Get ChatGPT, Perplexity & AI Search Engines to Cite Your Website — 2026 Guide
Your Website Is Invisible to AI Open ChatGPT. Ask it: "What's a good Threads automation tool?" It gives you an answer. But whose website does it cit…
How to Structure a SaaS Product Page So AI Assistants Can Recommend It
Most SaaS product pages in 2026 are structured for human eyes and Google's old keyword crawler. They render fine in a browser, they score well on Li…
Not Enough SEO? Your Content Needs AI Citations in 2026 to Get Traffic
Your Article Ranks #1, But AI Won't Cite You You spent half a year doing SEO and finally got your article to the first page of Google. Then you real…
Your AI Strategy Has a Blind Spot: An SEO and AEO Audit of vibescoder.dev
I spend a lot of time thinking about how AI agents discover and consume content. I run a company that builds developer tools. I write a blog about b…