For agent builders

Stop scraping. Ask for businesses that can do the job.

AO gives your agent a search over what businesses can actually do, with the evidence attached. Your agent spends its steps on the task, not on guessing where the price is.

queryillustrative
{
  "q": "printing paper, A4, bulk",
  "capability": "get_price",
  "based_in": "CH-ZH",
  "ships_to": "CH"
}
Exact routes and fields are in the API catalog.

Seven actions, one vocabulary

Every business in the index is described by the same small set of actions, so your agent can filter and compare without parsing each site.

search_catalog

Search the products or services the business offers.

get_price

Read the price of a product.

check_stock

See whether a product is available.

request_quote

Ask the business for a quote.

reserve

Book a slot, a table or an appointment.

quote_shipping

Get shipping cost to a destination.

buy

Purchase online. Detected, never executed by us.

Each action carries its evidence class: verified by crawl, or observed in public files.

Answers you can trust and repeat

Every response is tied to a numbered index version, so the same question gives the same answer, and you can see exactly why a business was returned.

  • Filters that mean something

    By action, by where a business is based, and by where it ships. Each result says which of the two a region match came from.

  • Evidence on every result

    Verified actions rank first and link to the crawl that proved them.

  • Any language in, English out

    Ask in German, French or English. Results use one English vocabulary, with business names kept as written.

  • REST or MCP

    Call the API directly, or plug AO into your agent as an MCP server.

Access during the pilot is by request.

Tell us what your agent does, and we will set you up with a key.

Request accessAPI catalog