Category: AEO

Answer Engine Optimization for Magento 2 stores — how to make product data readable for ChatGPT, Claude, Gemini and Perplexity.

AllAEOAgentic CommerceCase StudiesMagento 2OpenAISEO
Four technical signals compared between businesses AI assistants named repeatedly and businesses they named once: differences of −2.0, −15.5, −2.6 and +1.7 percentage points.
AEO

AI assistants named 458 shops

Two earlier pieces measured how Magento stores are configured for AI assistants: a baseline scan, since repeated on a larger frame, and a store-by-store…
Aug 18, 2026 15 min read
Bar chart of 42 Magento AI discovery projects by category: 11 for llms.txt discovery files, 7 specifications, 6 MCP servers, 5 agentic checkout, 4 structured data, and 3 each for crawler policy, product feeds and auditing.
AEO

What the Magento Ecosystem Has Actually Built for AI Search

Magento does not ship a native stack for AI discovery. No llms.txt. No dedicated AI-bot policy in robots.txt. No agentic checkout. No MCP endpoint.…
Aug 12, 2026 9 min read
Two scan results side by side, July and August 2026, for the same 376 Magento stores: robots.txt allowed in both, llms.txt absent in July and present in August, JSON-LD Product and offers.availability absent in both. A donut chart reads 94% of stores showed no change in any AI-readability signal.
AEO

376 Magento stores, measured twice: 94% did not change

In July I scanned a set of live Magento storefronts for four signals that affect how legible a store is to an AI assistant.…
Aug 10, 2026 7 min read
Comparison of how Perplexity, ChatGPT and Google AI Mode discover products: Perplexity reads the store page, ChatGPT reads a pushed ACP feed, AI Mode reads the Shopping Graph from Merchant Center
AEO

Perplexity vs ChatGPT vs Gemini: How Each AI Discovers Your Products

Two Magento stores can carry identical products, identical schema, and identical SEO. One appears inside ChatGPT Shopping. The other never does. The difference is…
Jul 28, 2026 15 min read
AEO readiness scan across 462 live Magento storefronts: only 18% of product pages are readable by AI systems
AEO

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
Tracking AI search referrals in Magento 2 across GA4, Search Console and server-side logs
AEO

How to Track AI Search Traffic in Magento 2

Last updated: July 2026. AI platform behavior changes frequently — referrer policies, crawler names, and feed protocols may have evolved since publication. Tracking AI…
Jul 2, 2026 24 min read
Hyva product template renders Offer microdata with price, currency and availability, but no Product entity wraps it
AEO

Hyvä Theme’s Product Schema Gap: Real Microdata, No Product Entity

Hyvä’s product template already renders price, currency, and availability as structured data. What it never renders is a Product to attach that data to…
Jul 1, 2026 8 min read
Magento AI visibility increased from 20% to 86% through AI-focused content strategy, topical depth, technical crawlability and high-quality mentions
AEO

How We Took Magento AI Visibility from 20% to 86% (Case Study)

A live Magento 2 store went from a 20% to an 86% AEO score — and the first jump took under an hour. Here’s…
Jun 30, 2026 10 min read
Magento 2 UCP modules compared across discovery, checkout execution and AI agent readiness, showing a signed /.well-known/ucp profile and the five UCP checkout endpoints
AEO

Best Magento 2 UCP Modules Compared (2026): Discovery, Checkout & AI Agent Support

What is a Magento 2 UCP module? A Magento 2 UCP module adds support for the Universal Commerce Protocol (UCP) — an open protocol…
Jun 15, 2026 12 min read
Magento AI brand visibility dashboard showing ChatGPT, Claude and Perplexity scores
AEO

Magento AI Brand Visibility: Does ChatGPT Recommend Your Store?

Jun 13, 2026 6 min read