---
title: "Predict Preference"
method: POST
path: "/api/v1/recommendations/predict"
tags: ["Recommendations"]
---

# Predict Preference

`POST /api/v1/recommendations/predict`

## Request

- Base URL: `https://app.aimrank.io` (the document declares no server; this is the origin it was published from)
- URL: `https://app.aimrank.io/api/v1/recommendations/predict`
- Auth: none declared

Predict which of two entities you will prefer.

Uses your vote history and similar users' votes to predict
your preference between two entities.

## Request body

- PreferencePredictionRequest
  - `entity_a_id` string, required
  - `entity_b_id` string, required

## Response `200`

Successful Response

- ApiRoutesRecommendationsPreferencePredictionResponse
  - `preferred_entity_id` string, required
  - `preferred_entity_name` string, required
  - `confidence` number, required
  - `reasoning` string, required
  - `similar_users_consensus` number, nullable

## Other responses

- `422`: Validation Error

---

[API](https://skmtc.dev/aimrank/apis/aimrank-api.md) · [All operations](https://skmtc.dev/aimrank/apis/aimrank-api/llms.txt) · [OpenAPI document](https://skmtc.dev/aimrank/apis/aimrank-api/revisions/3574d0aff459?raw)