ChatGPT, Perplexity, and Google are now recommending and purchasing products on behalf of users. Most stores are invisible to these agents right now. The ones that optimize first will own the category before competitors know what happened.
SEO made products findable to search engines. GEO made content citable by AI answer engines. ACO makes products recommendable and purchasable by AI shopping agents.
Keywords, backlinks, page structure. Get found when people search. 25 years old and fully saturated.
Structured content, citations, schema markup. Get cited when ChatGPT and Perplexity generate answers to user questions.
Dimension-covering content, persona and occasion signals. AI agents recommend and buy your products. This channel launched in 2025 and almost nobody is optimizing for it yet.
The protocols connect your store to AI agents. ACO puts up a billboard for every query, persona, occasion, and dimension an agent might search for. Without a billboard for a specific query, your product does not exist in the agent's consideration set.
We ran a physical product through 50 agent queries covering personas, occasions, gifting, attributes, and use cases. Here is what happened.
The move from search to agent-driven commerce happened faster than most merchants realize.
ACO generates structured, dimension-covering product content that answers every question an AI agent might ask about your product before the agent ever visits your store.
We map every dimension an AI agent evaluates: physical attributes, persona suitability, use cases, occasions, gifting context, price signals, and comparison anchors. Most product pages answer fewer than 20% of these.
Our pipeline generates 50 to 100 distinct sentences per product. Each sentence covers a unique dimension combination. Every persona, occasion, use case, and gifting scenario gets its own billboard.
Every sentence passes schema validation, grammar checking, deduplication, query scoring, contradiction detection, and dimension coverage gates before entering your product feed. Nothing ships below standard.
Optimized content is structured into ACP and UCP compatible feeds and submitted to ChatGPT, Perplexity, and Google agent endpoints. Works with WooCommerce, Shopify, and BigCommerce.
We score your products against a library of real agent queries before and after optimization. You see exactly what moved and by how much — not a black box.
AI agent commerce is open now. Most of your competitors have not heard of ACO yet. That window closes fast. Get on the list and we will reach out when we are ready for your store.