---
title: ToolRouter — Use Case
description: Step-by-step guide for a real-world ToolRouter use case with agent-specific instructions.
url: https://toolrouter.com/tools/similar-movies/use-cases/find-your-next-movie-after-a-favorite
---
# Find Your Next Movie After a Favorite

Most entertainment recommendation flows force you to either trust an opaque algorithm or scroll through generic category pages. That works poorly when you already know the exact reference point you want to build from. If the brief is “something like Arrival, but not lazy clones,” the hard part is not title lookup. It is ranking the adjacent films in a way that still feels intentional.

Similar Movies handles that job directly. It resolves the seed title, pulls recommendation and similar-title signals, filters the shortlist, and explains why each result belongs on it. That makes it useful for watchlist building, movie-night planning, editorial recommendation notes, and any agent workflow where a transparent shortlist is more valuable than a black-box suggestion.

**Tool:** [Similar Movies](https://toolrouter.com/tools/similar-movies)
**Skills:** find_similar

## Agent Guides

- [How to Find Similar Movies with Claude](https://toolrouter.com/tools/similar-movies/use-cases/find-your-next-movie-after-a-favorite/claude): Guide for Claude
- [How to Find Similar Movies with ChatGPT](https://toolrouter.com/tools/similar-movies/use-cases/find-your-next-movie-after-a-favorite/chatgpt): Guide for ChatGPT
- [How to Find Similar Movies with Copilot](https://toolrouter.com/tools/similar-movies/use-cases/find-your-next-movie-after-a-favorite/copilot): Guide for Copilot
- [How to Find Similar Movies with OpenClaw](https://toolrouter.com/tools/similar-movies/use-cases/find-your-next-movie-after-a-favorite/openclaw): Guide for OpenClaw
