Agent-Ready Ecommerce: What I Shipped, and What Blocked Me
Agent-ready ecommerce in practice: ACP vs UCP, the ChatGPT product feed rules, and the inventory blocker that stops most stores at discovery.
Learn how to get cited by AI answer engines. Practical AEO and GEO guides on appearing in AI Overviews, AI Mode, and generative search results.
Showing 1 – 20 of 28 articles
Agent-ready ecommerce in practice: ACP vs UCP, the ChatGPT product feed rules, and the inventory blocker that stops most stores at discovery.
Google AI Mode shopping optimization happens in your Merchant Center feed, not your ad account: the attributes, titles and checks that get you named.
What the Perplexity Merchant Program is, who can join, what feed it needs, and what enrollment realistically changes for your products in AI shopping.
How to get cited by AI in Claude, Gemini, Google AI Overviews, Perplexity, Grok and Copilot: what each documents, one robots.txt, and how to measure.
How to get cited by ChatGPT: let OAI-SearchBot in, know what OpenAI documents versus guesses, and track chatgpt.com referrals. Checked 5 Oct 2026.
Generative engine optimization services explained: what's worth paying for, what Google says to ignore, how to measure results, and red flags before you sign.
GPT-6 Astra's computer use scores, real API pricing, the 272K cost cliff, and what changes on your website when the visitor is an AI agent.
See what AI thinks of your website. 3Drake hands your URL to three LLMs with no criteria and no scale, and publishes every review. Free, no account.
Ecommerce SEO scales with catalog size. Service and agency sites can't do that — here's the real growth engine: service clarity, trust, and content clusters.
A legitimate playbook for growing Domain Rating as a service business: Clutch, G2, Trustpilot, digital PR, and the honest data on DR vs. AI citation signals.
A free, four-pillar checklist to audit your website in 2026: technical, content E-E-A-T, structured data, and AI agent readiness — plus DIY limits.
Most agent-ready sites stop at read access. Here's how WebMCP and backend MCP let agents fill forms and check out — with a working example.
A practical, layer-by-layer guide to agentic commerce integration: discovery (llms.txt), structured data, agent actions, and when UCP/ACP actually matter.
Agentic commerce explained: what UCP, ACP, AP2, MCP, and x402 each actually do, how they layer together, and why it isn't only a big-retailer story.
The exact schema an ecommerce site needs in 2026: required Product and Offer fields, Review/AggregateRating rules, and the mistakes that suppress rich results.
Agent readiness explained: the four layers that let AI agents reach, understand, call and transact with your site — and how to test yours in an afternoon.
GEO explained from the research that coined it and Google's official position: what the KDD 2024 paper measured, what Google ignores, and what to actually do.
Answer engine optimization explained: what AEO is, why it has no spec, how little traffic non-Google answer engines send, and what actually works.
The 23 AI citation factors ranked by evidence, grouped into four gates — reachable, retrievable, liftable, trusted — plus a 30-minute self-audit.
Four ways to generate an llms.txt file, a runnable sitemap-to-llms.txt script, what the August 2026 v2 spec changed, and how to validate and automate it.
Get coding resources, product updates, and special offers directly in your inbox.