AEO vs GEO vs SEO: Here's the Order That Actually Matters for Magento Merchants

Your customer just asked ChatGPT: "What's the best B2B wholesale platform for skincare products?"

Your Magento store didn't show up. You're about to read twelve articles explaining why. Most of them will walk you through three acronyms in alphabetical order and call it a strategy. This one won't.

Here's the answer upfront, because that's exactly what you should be doing with your own content: if you run an Adobe Commerce store in 2026, your priority order is AEO first, GEO second, SEO as the infrastructure holding both up. Not the other way around. Not equally weighted. Not "all three together."

Now let me explain why that order is the one most agencies are getting backwards.

The Reason Everyone Gets the Order Wrong

The standard argument goes: build your SEO foundation, then layer AEO, then eventually tackle GEO once you've figured out the other two. It's logical. It's also wrong for a specific reason nobody says out loud.

Magento and Adobe Commerce stores already have SEO infrastructure. Most mid-market merchants running on Adobe Commerce have agencies, have done technical audits, have domain authority built over years. The SEO foundation isn't missing — it's just not converting in a zero-click world.

Ahrefs data shows AI Overviews have reduced click-through rates for top-ranking Google content by 58%. Your page-one ranking isn't disappearing. The traffic attached to it is. That's an AEO problem, not an SEO problem. Fixing an AEO problem with more SEO work is like repainting your storefront when customers are already shopping next door.

What AEO Actually Is — and Why Magento Pages Are Terrible at It by Default

Answer Engine Optimization (AEO) is structuring your content to be extracted — pulled directly into Google AI Overviews, featured snippets, Bing Copilot, and voice results — rather than just ranked.

The brutal truth for Magento merchants: your default product page is an extraction nightmare. Feature specs in disconnected bullet lists. Manufacturer descriptions copy-pasted from the supplier sheet. A tab structure that buries your shipping FAQ three clicks deep. Answer engines can't work with that. They skip you and pull from whoever wrote a clean, direct paragraph that starts with the answer.

This is the pattern that shows up across Adobe Commerce stores regardless of size or vertical: the pages that rank highest are often the hardest for AI to extract from — because they were built to impress Google's 2019 algorithm, not a 2026 retrieval system. That's not a content quality problem. It's a format problem, and it's faster to fix than most agencies expect.

AEO isn't a content strategy. It's a formatting discipline:

• Answer the buyer's actual question in the first 50 words of any content block

• Add FAQPage schema to product, category, and support pages — not your blog only

• Write headings as questions your buyers are already asking ChatGPT

• One direct answer per section, then the detail — never lead with context

A Magento merchant who restructures their buying guides and product FAQs with this logic becomes extractable almost immediately. That's why AEO comes first.

What GEO Is — and Why It's Not What Agencies Are Selling You

Generative Engine Optimization (GEO) is making your brand citable by large language models — ChatGPT, Perplexity, Gemini, Claude — when they generate responses to your buyers' questions.

Here's the part worth pausing on: GEO is not a new tactic. It's a new name for what PR professionals and content strategists have always called earning authority. The difference is the audience. Previously you were earning authority with Google's algorithm. Now you're earning it with LLM retrieval systems that surface brands from Reddit threads, G2 reviews, LinkedIn posts, and industry publications — not just backlink profiles.

Semrush data confirms the business case: visitors arriving from LLMs convert at 4.4x the rate of traditional organic search traffic. That figure spans industries and verticals, so your mileage will vary — but for Adobe Commerce merchants in wholesale or B2B, where purchase cycles are long and buyers do serious research before deciding, even a fraction of that lift is a number worth taking to leadership. 

What GEO actually requires from a Magento agency:

• Original data, not aggregated data — AI models prioritize first-party insights over relayed statistics

• Presence on the platforms LLMs index most: Reddit, G2, LinkedIn, industry forums

• Author bylines with verifiable credentials — E-E-A-T isn't just a Google concern

• Consistent brand mentions across sources, even without a backlink

GEO takes months, not weeks. That's why it's second in the priority order — important, worth building now, but not what moves the needle this quarter.

What SEO Becomes When AEO and GEO Are Doing Their Jobs

Search Engine Optimization (SEO) doesn't disappear from this framework — it shifts role. Ahrefs data shows roughly 40% of Google AI Overview citations come from pages already ranking in the top 10 organic results. Strong SEO isn't irrelevant to AEO — it's a prerequisite for being in the extraction pool at all.

But the relationship has inverted. SEO used to be the goal. Now it's the floor. You need it the way you need a working website to run an ecommerce business. Table stakes, not the strategy.

For Adobe Commerce specifically: your technical SEO — Core Web Vitals, crawlability, schema implementation — is also the infrastructure that makes AEO work. FAQPage and HowTo markup are simultaneously SEO and AEO tools. That's the real integration point, and it's more actionable than any "layer all three equally" framework you'll find elsewhere.

The uncomfortable question this framework raises: if your content is designed to rank but not to be extracted, are you optimizing for a version of search that no longer exists?

That's worth sitting with before your next content sprint.

If your business is navigating the shift to AI-first search and needs a technology strategy that holds up — Vovance offers AI consulting and digital transformation for enterprises built to last. Let's talk 

Frequently Asked Questions

If GEO is just PR and content marketing with a new name, why does it matter now? 

Because the audience changed. Previously, unlinked brand mentions and forum discussions had limited measurable impact on search visibility. Now they directly influence which brands LLMs cite when generating AI responses. The tactics overlap — the stakes are fundamentally different.

How do I know if my content is actually being cited by LLMs? 

Manually prompt ChatGPT, Perplexity, and Gemini with the queries your buyers actually use. Track brand mentions in outputs. Systematic LLM citation monitoring tools are still maturing — Semrush and Ahrefs are building in this direction — but manual testing is reliable enough right now to identify the most obvious gaps in your coverage.

Is AEO relevant for Magento stores that don't publish a blog? 

Yes. Product pages, category descriptions, and support documentation are all valid AEO surfaces. A well-structured FAQ schema block on a category page often outperforms a blog post because it directly intersects with high-intent purchase queries — the ones buyers ask AI tools right before they decide.

What's the one thing a Magento merchant can do this week? 

Pull your five highest-revenue category pages. Check whether each one directly answers the question a buyer would ask ChatGPT about that category in the first paragraph. If it doesn't — rewrite the opening until it does, then implement FAQPage schema. That's AEO, and it takes an afternoon.