> For the complete documentation index, see [llms.txt](https://docs.metarank.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.metarank.ai/reference/overview/recommendations.md).

# Recommendations

Starting from version `0.6.x`, Metarank supports three types of recommendations:

* [Trending](/reference/overview/recommendations/trending.md): popularity-sorted list of items with customized ordering.
* [Similar items](/reference/overview/recommendations/similar.md): matrix-factorization collaborative filtering recommender of items you may also like.
* [Semantic](/reference/overview/recommendations/semantic.md): a content-based semantic similarity recommender, based on neural embeddings.