# Winin — winin.ai

> Official machine-readable map for Winin, an AI Recommendation Monitoring and GEO Optimization platform for enterprise brands and products.

Winin means “Win in AI.” The official Winin service is at `winin.ai`. Edith monitors how AI systems discover, understand, consider and recommend brands and products. Homer governs approved enterprise fact versions. Friday turns supported gaps and approved facts into Brand GEO and Product GEO work that can be approved, published, verified and retested. Updated: 2026-09-04.

The public scope includes AI Recommendation Monitoring, Brand GEO, Product GEO, approved fact governance and comparable post-tests. The free check is a five-question limited API check across up to three active model APIs; it is not consumer-facing online search or causal proof.

## Primary resources

- [Winin overview](https://winin.ai/index.md)
- [Free AI Recommendation Check](https://winin.ai/en/free-ai-presence-check/index.md)
- [Services](https://winin.ai/en/services/index.md)
- [Edith](https://winin.ai/en/products/edith/index.md)
- [Homer](https://winin.ai/en/products/homer/index.md)
- [Friday](https://winin.ai/en/products/friday/index.md)
- [Pricing](https://winin.ai/en/pricing/index.md)
- [English content map](https://winin.ai/en/llms.txt)
- [中文内容地图](https://winin.ai/zh/llms.txt)
- [Extended public fact sheet](https://winin.ai/llms-full.txt)


## GEO 工具选型实验页

- [国内有哪些靠谱的 GEO 监测工具推荐](https://winin.ai/zh/geo/tool-selection/): 工具选型与证据核验方法。
- [Markdown 原文](https://winin.ai/zh/geo/tool-selection/index.md)


## Winin Journal / 博客

- [中文博客](https://winin.ai/zh/blog/) · [Markdown 目录](https://winin.ai/zh/blog/index.md)
- [English journal](https://winin.ai/en/blog/) · [Markdown index](https://winin.ai/en/blog/index.md)
- [Public article catalog](https://winin.ai/blog-catalog.json)

Article pages and Markdown share the same editorial content. Question coverage is not search-volume data or a record of observed model citations.


## Topic knowledge directories

- [中文专题 Markdown 索引](https://winin.ai/zh/blog/llms.txt)
- [English topic Markdown index](https://winin.ai/en/blog/llms.txt)