x402 Explained: How AI Agents Pay, and Why Merchants Should Care
The x402 protocol revives HTTP 402 so AI agents can pay with stablecoins over the web. How it works, where it fits, and what it means for your store.
Agentic Commerce Readiness: The Product Feed and Schema Checklist
An agentic commerce readiness checklist for your store: the identifiers, schema, feed, and protocol steps that get your products found and bought by AI agents.
ACP vs UCP: Which Agentic Commerce Standard Should Your Store Support?
ACP vs UCP compared: backers, how each sells, what they cost, and which agentic commerce protocol your store should turn on first.
ChatGPT Instant Checkout: How to Get Your Products Into ACP
ChatGPT Instant Checkout lets shoppers buy inside the chat. Here is how to get your products into ACP: eligibility, the feed steps, costs, and how to measure it.
Agentic Commerce: How AI Agents Now Buy, and What It Means for Your Store
Agentic commerce lets AI agents discover and buy for shoppers, often with no site visit. Here is the full protocol stack and what your store must do to stay visible.
Do Statistics Improve AI Citations? Pressure-Testing the GEO Stat Canon
“Add 15 statistics for 50% more AI citations.” Most GEO stats are mutations of one 2023 paper. Here is what the research actually measured, and how to test it on your own content.
Local SEO and AI Overviews: The Queries Your Rank Tracker Misses
Your map-pack rank can look healthy while AI Overviews take the local queries your tracker never checks. Here is where you are losing visibility, and how to find it.
No, Product Schema Will Not Get You Into AI Shopping Carts (The Feed Will)
Adding Product schema does not get your store into AI shopping baskets. Agents transact through commerce feeds like UCP and ACP. Here is what actually gates inclusion.
AI Overview Traffic Loss: How to Measure Which Queries Are Losing Clicks
Two AI Overview narratives both circulating: “AIO destroys traffic” and “get cited and win more clicks.” Both are true for different queries. Here is how to measure which one applies to yours.
Does llms.txt Work for SEO? The Honest 2026 Answer
llms.txt is sold as an AI-visibility must-have. Across 515 million AI bot requests it was touched 408 times, and Google says it does not use it. Here is the one case where it earns its place.
Schema Markup Does Not Buy You AI Citations (Here Is What the 1,885-Page Data Actually Shows)
The schema-for-AI pitch is mostly fiction. The data shows near-zero citation lift; here is what actually drives AI visibility, and how to test it yourself.
Server logs are the only honest record of AI crawlers: a cross-reference audit playbook
GA4 cannot see AI crawlers because they do not run JavaScript. Your raw server logs can. Here is the cross-reference audit that separates training bots from retrieval agents, kills spoofed traffic, and exposes crawl-budget waste.
