---
title: "Recommend Campaign Personas"
method: POST
path: "/campaigns/recommend-personas"
tags: ["Campaigns"]
---

# Recommend Campaign Personas

`POST /campaigns/recommend-personas`

## Request

- Base URL: `https://be.graph8.com/api/v1`
- URL: `https://be.graph8.com/api/v1/campaigns/recommend-personas`
- Auth: HTTP bearer

Recommend target personas and a strategy. SPENDS CREDIT.

An LLM pass over the company's own data. Its path carries no marker, so
the tier heuristic called it an ordinary write; it is corrected with an
explicit rule.

`organization_id` in the body is IGNORED - the organisation is always the
API key's own. It is accepted because the app's model carries it, and
rejecting a field Studio itself sends would be a gratuitous 422.

## Headers

- `Authorization` string, nullable
- `X-Target-Org-Id` string, nullable

## Request body

- PersonaRecommendationRequest: Recommend target personas from the company's own data. SPENDS CREDIT. `organization_id` is IGNORED - the org always comes from the key. It is mirrored because the app's model carries it, and dropping a field a caller sends would be a silent 422 on a body Studio itself produces.
  - `organization_id` string, nullable: Ignored. The organisation is the API key's own.
  - `website_url` string, required

## Response `200`

Successful Response

- ApiResponseStudioContentPayload
  - `data` StudioContentPayload, required: One Studio object, open-shaped. See the module docstring.
  - `pagination` PaginationMeta
    - `page` integer, required: Current page number (1-indexed)
    - `limit` integer, required: Items per page
    - `total` integer, required: Total number of items
    - `has_next` boolean, required: Whether there are more pages
    - `next_cursor` string, nullable: Opaque cursor for the next page; null when there are no more items. Pass it back as the `cursor` query param to fetch the following page without computing page numbers.
    - `total_available` integer, nullable: Search endpoints only: how many records really match, when known. Can be larger than `total`, which is capped at the 10,000 results that can be paged. For company search this is a distinct-company estimate. Null when unknown; absent outside search.
    - `total_is_lower_bound` boolean, nullable: Search endpoints only: true when more records match than `total` shows (the result set is larger than the 10,000 results that can be paged). Absent outside search.
    - `notes` string[], nullable: Search endpoints only: plain-language notes about the result, e.g. that more records match than can be paged, or that a reversed `between` range was put in order.

## Other responses

- `422`: Validation Error

---

[API](https://skmtc.dev/graph8/apis/graph8-developer-api.md) · [All operations](https://skmtc.dev/graph8/apis/graph8-developer-api/llms.txt) · [OpenAPI document](https://skmtc.dev/graph8/apis/graph8-developer-api/revisions/2e7cfa0ca921?raw)