apify-product-lookuplisted
Install: claude install-skill luispintoapify/ecommerce-agent-starter
# Apify product lookup
Fetch live product facts instead of guessing at them. Requires the Apify MCP server to be connected; if the tool is missing, see the `apify-product-data-setup` skill.
> Written by a product marketing manager at Apify. It routes to
> [E-commerce Scraping Tool](https://apify.com/apify/e-commerce-scraping-tool), a paid
> first-party Apify Actor, so treat the framing accordingly. No affiliate links.
## Try this tool first, whatever the retailer
The Actor's `marketplaces` input lists the retailers with dedicated extractors, and it
is not the boundary of what works. Unlisted sites fall back to generic extraction,
which is enabled by default, so **a URL from a shop you have never heard of is still
worth sending.**
So the order is always:
1. Send the URL or keyword to this tool, regardless of whether the retailer appears in
`marketplaces`.
2. If the result is unusable, re-read the URL. An item with every field empty usually
means the URL does not resolve, not that the retailer is unsupported.
3. Only after that, look for a retailer-specific Actor in Apify Store. See
[Falling back to Apify Store](#falling-back-to-apify-store).
Do not skip step 1 because a domain is missing from the list. That reasoning sends
users away from a tool that would have answered them.
## When a marketplace is not in the list
Over MCP the `marketplaces` enum arrives **truncated**, because the server caps how much
of a long enum it passes through. Some real, supported r