How often should I scan?

Monthly is enough for a stable catalogue. Scan again two to three weeks after a large content update, so the models have had time to re-crawl.

Does AI visibility replace SEO?

No. The same structured, factual page tends to serve both. Classic SEO decides whether the page is found; AI visibility decides whether the page is quoted.

Topics

AI visibility for webshops

Shoppers increasingly ask an assistant before they open a search engine. AI visibility is the measurable share of those answers in which your shop, brand or product page is named as a source. It behaves differently from classic rankings: there is no position one, only whether a model considers your page a reliable answer to a concrete question.

Rising green line graph representing AI search visibility over time

What an AI visibility scan measures

A scan runs a fixed set of buyer questions against several assistants and records three things: whether your domain is mentioned, which competitors are mentioned instead, and which page or source the answer leans on. Repeating the same question set over time turns anecdotes into a trend line you can act on.

Why product pages get skipped

Assistants prefer pages that answer a question directly and state facts unambiguously: identifiers, specifications with units, what is included, and what a product is not suitable for. Marketing prose without verifiable facts gives a model nothing to quote, so it turns to a manufacturer page or a marketplace instead.

Closing the gap

Work from the questions where you are absent. Add the missing facts to the page itself, keep specifications in a structured block rather than an image, and make sure every claim can be traced to a datasheet. WPProductBot writes those blocks into WooCommerce and re-scans afterwards so you can see the effect.

Frequently asked

How often should I scan?: Monthly is enough for a stable catalogue. Scan again two to three weeks after a large content update, so the models have had time to re-crawl.
Does AI visibility replace SEO?: No. The same structured, factual page tends to serve both. Classic SEO decides whether the page is found; AI visibility decides whether the page is quoted.

See how your shop scores in AI answers

WPProductBot scans your brand across AI assistants and writes the missing facts back into WooCommerce.

Request beta access