---
title: ToolRouter — Agent Use Case Guide
description: Step-by-step guide for completing a task with a specific AI agent using ToolRouter.
url: https://toolrouter.com/tools/similar-movies/use-cases/find-films-for-a-specific-audience/openclaw
---
# How to Find Films for a Specific Audience with OpenClaw

OpenClaw is ideal when audience-specific film recommendations need to be generated at scale for many different groups or events. Use `find_similar` with consistent quality thresholds.

## Setup

openclaw mcp add toolrouter -- npx -y toolrouter-mcp

## Steps

1. Connect ToolRouter in OpenClaw: openclaw mcp add toolrouter -- npx -y toolrouter-mcp
2. Define the seed film, audience profile, and consistent quality floor.
3. Run `similar-movies.find_similar` and normalize the output across audience types.
4. Compare shortlists across different seeds to find films that suit multiple audience profiles.
5. Store the normalized output for event planning or personalization workflows.

## Example Prompt

```
Use similar-movies to find films similar to The Princess Bride with a minimum vote average of 6.5. Keep the output normalized so I can compare audience-appropriate shortlists across different seeds.
```

## Tips

- Keep quality thresholds consistent across audience profiles for fair comparison.
- Normalize the output from the first run if the shortlists will be stored or compared.
- The reason field helps downstream checks assess audience fit quickly.
