How to Find Films for a Specific Audience with OpenClaw
Use OpenClaw and ToolRouter to generate normalized audience-filtered movie shortlists.
Tool
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.
Connect ToolRouter to OpenClaw
1Install the CLI
npm install -g toolrouter-mcp2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp toolsSteps
Once connected (see setup above), use the Similar Movies tool:
- Define the seed film, audience profile, and consistent quality floor.
- Run `similar-movies.find_similar` and normalize the output across audience types.
- Compare shortlists across different seeds to find films that suit multiple audience profiles.
- Store the normalized output for event planning or personalization workflows.
Example Prompt
Try this with OpenClaw using the Similar Movies tool
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.