Answer Engine Optimization (AEO) for product pages

What is Answer Engine Optimization (AEO)?

Answer Engine Optimization (AEO) is the practice of preparing a product’s public information so an AI assistant — ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews — can describe and compare it accurately when a shopper asks what to buy. It is the same discipline many call Generative Engine Optimization (GEO). Where SEO works on ranking a page in a list of links, AEO works on the product information itself: what it is, who it suits, where its limits are, and what supports its claims. Published research (Aggarwal et al., “GEO: Generative Engine Optimization”, KDD 2024) reports verifiable statistics, credible quotations and citations to reliable sources as the strongest levers in its tests, and keyword stuffing as ineffective. No assistant publishes how it chooses products.

AEO vs SEO vs GEO — what's the difference?

• SEO works on ranking a page in a list of links. AEO / GEO works on the facts an answer needs: who the product is for, what it costs, how it compares, where its limits are, and what backs its claims.
• AEO and GEO are the same discipline under two names. Hasmord works at the individual product (SKU) level, not just brand mentions.
• Hasmord goes beyond a score: it structures your product data, connects claims to sources, drafts improvements a person approves, and publishes pages you can link to — a shopper page on every plan, and a page written for AI answer engines on paid plans.

Related: Generative Engine Optimization (GEO) · AEO vs SEO comparison · AEO FAQ.

How to do Answer Engine Optimization with Hasmord

1. Import a product URL (or bulk-import a CSV). Hasmord fetches the page and builds a structured product profile.
2. Get a score across Hasmord's six product-information dimensions, with a prioritized list of what is missing, conflicting or unconfirmed. It is Hasmord's own framework, not a score assigned by an AI provider.
3. Improve it with evidence — Hasmord drafts sourced content, someone on your team approves it before anything is published, and you can check the page again afterwards.
4. Publish from Hasmord — a shopper page, and on paid plans a page written for AI answer engines. To change your own storefront, copy or export the approved information and update it there.
5. Observe the three sources separately: AI answer checks through the APIs of Anthropic, Google, OpenAI and Perplexity; Hasmord's own recommendation simulations; and GA4 visits referred by AI assistants. Compared before and after on the same questions, they show what changed — they do not prove why it changed.

Start with a free product-information check

Start with a free product-information check. It reviews the page using Hasmord’s own framework; it is not a score assigned by ChatGPT, Google, or another AI provider. No signup, and it is the same check you get inside Hasmord. AI answer checks across model APIs are a separate step you run on your own products.

Frequently asked questions

Is Answer Engine Optimization (AEO) the same as GEO?

Yes. Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) describe the same discipline: preparing product information so AI assistants such as ChatGPT, Perplexity, Gemini and Google AI Overviews can describe and compare a product accurately. AEO is the more common term in US marketing, GEO in academic and Chinese-language writing.

How is AEO different from SEO?

SEO works on ranking a page in a list of links. AEO works on the product information an assistant reads when it answers a buyer directly: what the product is, who it suits, what it costs, how it compares, and what supports its claims. If those facts are missing or unsourced, no amount of keyword work supplies them.

What does the research say moves visibility?

In the published GEO study (Aggarwal et al., KDD 2024), verifiable statistics, credible quotations and citations to reliable sources were the strongest levers in the authors' tests, while keyword stuffing was ineffective. Those are properties of your content that you control. How an individual assistant chooses products is not published by any of them.

Do I need to re-platform my store?

No. Hasmord works from your public product pages or a CSV import, and publishes pages you can link to. Changing your own storefront stays with you: copy or export the approved information and update the listing there. Starter is free for up to 5 products, with no credit card.