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AI Agent

An AI agent is software that pursues a goal on a person's behalf across multiple steps, using tools along the way — searching, opening pages, comparing options, filling forms, and increasingly completing purchases. Where an answer engine responds to one question, an agent takes an instruction ("find me a hand-painted Dala horse under $40 that ships this week and order it") and works through everything required to finish it.

Agents read product pages differently from people and even from answer engines. They're procedural: they look for the price field, the availability, the variant options, the shipping terms, and if a fact isn't stated in a form they can parse, they treat it as absent and move on. A lifestyle photo, a persuasive paragraph and a well-designed layout count for nothing; a complete structured-data block and plainly stated policies count for everything. The major platforms and payment networks are building agent-checkout protocols now, and the stores whose product data is already machine-legible will be the ones agents default to. Visibility Optimization prepares product pages for this reader as well as for search and answer engines.

What it means for your store

An agent reads your product page the way a very literal assistant would: it needs the price, the availability, the shipping terms and the variant options as data, not as a nicely designed layout. It doesn't scroll, it doesn't infer, and it doesn't fall for a lifestyle photo. If your page doesn't state it, the agent assumes you don't offer it and moves to a store that does.

Why it matters

Agents are the next step after answer engines: they don't just recommend, they decide. A store that's invisible to agents loses the sale without ever being considered.

How CataSEO helps

CataSEO structures every product so agents can read, compare and act on it — the same work that makes AI tools recommend you.

What you can do yourself

Make every buying fact machine-readable: price, sale price, availability, variants, shipping cost and time, returns policy — in structured data and as plain text. Keep your product feed current in Google Merchant Center. Allow AI crawlers. Then test with a shopping assistant in ChatGPT or Perplexity and see whether it can answer "how much, in stock, how fast" for your product.

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