Posts by angeo
Posts by angeo
Originally published on angeo.devhttps://angeo.dev/ai-readability-and-being-named/.
This is a method write-up. If you want the findings, they are in the original. What follows is how the study was built, in the order you would build it, so you can r...
The robots.txt rule that looks like it blocks AI crawlers and does not
Here is a robots.txt that appears to keep OpenAI's crawler out of two sensitive paths:
User-agent:
Disallow: /checkout/
Disallow: /customer/
User-agent: GPTBot
Crawl-delay: 1...
Sometime in the last two years you probably added a rule to robots.txt to keep AI crawlers out. A lot of us did. The intent was reasonable: don't train on my content without asking.
Go look at what you actually wrote. There is a good chance it reads...
Most robots.txt files in production were written years ago, for one crawler, with one goal: let Google in, keep it out of the admin panel.
That file is still doing its job. But it's now also answering a question nobody asked it: whether ChatGPT, Cla...
AI agents can already find products in your store. This tutorial shows how to let them actually buy — completing a full guest checkout in Magento 2 through the Model Context Protocol MCP, with no browser automation.
We'll use angeo/module-mcp-checko...
The problem: you did the AEO work — robots.txt allows GPTBot, llms.txt is live, Product schema is complete — and GA4 shows... nothing. That's not because the work failed. It's because AI referral traffic hides in the wrong buckets: ChatGPT clicks lan...
Adobe's upgrade notice for Commerce 2.4.7 lists two options. There are four. Here's the complete technical breakdown — including the two zero-license paths Adobe won't mention in the email.
The timeline
From Adobe's published lifecycle table:
| Mi...
> Originally published at angeo.devhttps://angeo.dev/magento-2-ai-brand-visibility/. This is a cross-post; the canonical version lives there.
Short answer: when your customers ask ChatGPT, Claude or Perplexity "where should I buy this?", you current...
Everyone's telling you to add llms.txt for AI search. The 2026 data says it gets 0.1% of crawler tra
I'll save you the suspense: yes, you should still ship llms.txt on your Magento store. But not for the reason every "AEO guide" is selling you — and if you're shipping it instead of fixing the things that actually get you cited in ChatGPT, you've opt...
Adobe Commerce Cloud licensing has crossed $40k/year for many mid-market merchants in 2026, and the cost-benefit math is shifting fast. We migrated Adobe Cloud to Magento Open Source over the last 14 months — here's the technical reality behind the m...
Groq vs GPT-4.1 vs Claude vs Gemini: a real e-commerce benchmark on 200 product descriptions
TL;DR. We ran 200 product descriptions through OpenAI GPT-4.1 / GPT-4.1-mini, Anthropic Claude Sonnet 4.6 / Haiku 4.5, Google Gemini 2.0 Flash, and Groq's ...
> Originally published on angeo.devhttps://angeo.dev/magento-product-description-invisible-ai-chatgpt/
You installed robots.txt rules for GPTBot. You generated llms.txt. You added Product schema. The AEO audit is green. ChatGPT still recommends yo...
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