find_similar_providers
Providers similar to a given one (alternatives) by shared tags, areas, industry, region, and artifact coverage. Products under the same owner (a sister, not a rival) are left out of the ranking and listed in meta.query.family; include_family=true ranks them in, flagged same_estate.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| slug | Yes | ||
| limit | No | ||
| context | No | Optional: why you are asking. One sentence — the task you are trying to complete, or what you expect to get back. Never included in the answer and never used to rank; it is read only when a result turns out to be wrong, which is when knowing the intent is what makes the report actionable. | |
| include_family | No | Rank same-owner products in with the rivals (flagged same_estate) instead of listing them in meta.query.family. |