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462 Magento stores scanned. 82% of the product pages we could test have no product schema.
We ran an automated AEO (AI Engine Optimization) readiness scan across 462 live Magento storefronts. The headline: most are hard for AI systems to…
Jul 25, 2026
9 min read
Agentic Commerce
AI Agent Checkout in Magento 2: Claude Places a Real Order via MCP
AI agents can already find products. But can they actually buy them — placing a real order in a live Magento 2 store, without…
Jul 8, 2026
7 min read
Magento 2
Adobe Commerce 2.4.7 End of Life: What the June 2028 Decommission Policy Means and Your Four Options
This guide reflects Adobe’s published lifecycle policy as of June 2026. License figures are independent third-party estimates — Adobe does not publish official pricing.…
Jun 23, 2026
17 min read
AEO
Magento AI Brand Visibility: Does ChatGPT Recommend Your Store?
Jun 13, 2026
6 min read
AEO
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,…
May 21, 2026
8 min read
AEO
Magento 2 Product JSON-LD Schema for AI Search — 2026 Guide
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…
May 2, 2026
10 min read
AEO
How to Prepare Your Magento 2 Store for ChatGPT Shopping (ACP Feed + Data Requirements)
ChatGPT processes over 50 million shopping queries per day. Appearing in those results is not automatic for Magento stores — it requires a deliberate…
Apr 19, 2026
5 min read
AEO
How to Fix robots.txt for ChatGPT and Gemini in Magento 2
Your sitemap is configured. Your Core Web Vitals score is green. Your product catalog is perfectly structured. And yet when a user asks ChatGPT…
Apr 16, 2026
11 min read
AEO
What is llms.jsonl and why eCommerce needs it
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…
Apr 12, 2026
5 min read
AEO
How to generate llms.txt for Magento 2 in 5 minutes
AI assistants like ChatGPT, Claude, and Gemini are becoming product discovery channels. But unlike Google, they don’t crawl your store automatically — they need…
Apr 11, 2026
5 min read
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