> For the complete documentation index, see [llms.txt](https://innermatch.synaptosearch.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://innermatch.synaptosearch.com/documentation/readme.md).

# Welcome to InnerMatch

**InnerMatch** is Synaptosearch’s **adaptive AI matching engine,** a powerful, feedback-driven framework designed to help people and businesses find what truly fits. Whether you're matching **talent**, **learning opportunities**, **mentors**, **properties**, **products**, or **partners**, InnerMatch goes far beyond traditional search and ranking systems.

At its core, InnerMatch is a **machine learning library** that implements a **feedback-based ranking algorithm** for information retrieval systems. Unlike static, predefined ranking methods, InnerMatch continuously **learns from user feedback** to improve its matching accuracy over time. This allows the system to provide recommendations that become smarter, more personalized, and more aligned with real user intent.

But InnerMatch doesn’t just match items, actually it helps users **discover what they truly want**. By analyzing interactions and adapting in real time, it reveals **hidden compatibility factors**, uncovers underlying user preferences, and interprets aspects the user may not even be aware of. Through dynamic preference modeling and explainable insights, InnerMatch empowers both individuals and organizations to make better, more informed decisions.

InnerMatch is built to evolve with you, delivering adaptive, meaningful matches and **leaving a lasting impact on the future of intelligent search and discovery**.

### Jump right in

<table data-view="cards"><thead><tr><th></th><th></th><th></th><th data-hidden data-card-cover data-type="files"></th><th data-hidden></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><h4><i class="fa-bolt">:bolt:</i></h4></td><td><strong>Quickstart</strong></td><td>Create your first site</td><td></td><td></td><td><a href="/documentation/getting-started/quickstart.md">Quickstart</a></td></tr><tr><td><h4><i class="fa-leaf">:leaf:</i></h4></td><td><strong>Editor basics</strong></td><td>Learn the basics of GitBook</td><td></td><td></td><td><a href="https://github.com/GitbookIO/gitbook-templates/blob/main/product-docs/broken-reference/README.md">https://github.com/GitbookIO/gitbook-templates/blob/main/product-docs/broken-reference/README.md</a></td></tr><tr><td><h4><i class="fa-globe-pointer">:globe-pointer:</i></h4></td><td><strong>Publish your docs</strong></td><td>Share your docs online</td><td></td><td></td><td><a href="/documentation/getting-started/publish-your-docs.md">Publish your docs</a></td></tr></tbody></table>