instagram_search_signals
Analyze a search's enriched candidates against a persona to score fit, get confidence breakdown, and preview ranking. Resolves gender, city, country, language, niche, and age without calling external models.
Instructions
Read every enriched candidate against the persona, for free.
Contacts nothing and calls no model. It measures what is already on disk: gender from the given name and any stated pronouns, city from a recency-weighted cluster of where posts were geotagged, country from Instagram's own answer, language from caption wording, niche from tags and category, and age from any birth year given away.
It resolves everything except appearance, which no free signal can reach - so run it before spending anything on images, and let vision see only what survives it.
Args: search_id: The search to analyse.
Returns: scored, confidence_breakdown, top[] (a preview of the ranking) and next_step.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| search_id | Yes | The search to analyse. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||