TL;DR. The question “ACP or UCP” assumes you have to pick one — you don’t. OpenAI’s ACP shifted away from native checkout in March 2026 — it’s now a discovery and feed protocol. Google’s UCP is the live agentic-checkout standard — US-only early access in mid-2026. For Magento 2 merchants: Read more
Magento 2 AI Product Description Generator — Multi-Store, Open Source, Groq vs GPT-4.1 Benchmark angeo/module-ai-description-updater is an open-source Magento 2 module for bulk AI-powered product description generation across multiple store views and languages — supporting OpenAI, Anthropic Claude, Google Gemini, and Groq. It is free, MIT-licensed, and runs entirely via CLI Read more
There’s a shift happening in e-commerce search that most Magento store owners haven’t noticed yet. When a customer types “best ergonomic office chair under €500” into Google, they get a list of blue links. When they ask the same question to ChatGPT or Perplexity, they get a curated answer — Read more
You installed robots.txt rules for GPTBot and OAI-SearchBot. You generated llms.txt. You added Product schema. The AEO audit is mostly green. And ChatGPT still recommends your competitor. There is a good chance the problem is not in any of those signals. It is in your product page itself — and Read more
AEO · AI Search · Magento 2 Your Magento store is already doing everything right — for Google. Fast load times, clean structure, solid content, good rankings. But AI systems evaluate different signals. When someone asks ChatGPT for exactly what you sell, your store may not appear — not because Read more
TL;DR — 2 minute version Default Magento 2 outputs microdata — not JSON-LD. AI engines prefer JSON-LD. The single most common failure: offers.availability is missing — ChatGPT Shopping skips your product entirely. AI crawlers do not execute JavaScript — schema via GTM is invisible to OAI-SearchBot and PerplexityBot. Hyvä Theme Read more
TL;DR — 2 minute version Default Magento 2 scores ~25% on AEO — based on audits across 50+ stores — AI crawlers are blocked by default Three critical gaps: robots.txt blocks AI bots, no llms.txt, Product schema missing offers.availability Run bin/magento angeo:aeo:audit to see your exact score and what to Read more
ChatGPT processes over 50 million shopping queries per day. Appearing in those results is not automatic for Magento stores — it requires a deliberate application process, a spec-compliant product feed, and passing OpenAI’s conformance checks. This guide walks through the entire process: from the pre-check that determines if your store Read more
Your sitemap is configured. Your Core Web Vitals score is green. Your product catalog is perfectly structured. And yet when a user asks ChatGPT for products you sell, your store doesn’t appear. Most of the time, the reason is a single file: robots.txt. Specifically — a robots.txt written for Google Read more
AI assistants don’t read your website the way customers do. They need structured, machine-readable data — and that’s exactly what llms.jsonl provides. If you already know about llms.txt, think of llms.jsonl as its structured, data-rich sibling — purpose-built for eCommerce product catalogs. llms.json helps AI agents understand and optimize your Read more