> For the complete documentation index, see [llms.txt](https://docs.spns.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.spns.ai/token-economy-and-spn-token/voluntary-data-contributions-and-spn-rewards.md).

# Voluntary Data Contributions and SPN Rewards

Sapiens fosters a community-driven approach to building and maintaining its high-quality database:

* Data Contributions: Users can contribute validated sales data—such as lead updates, intent data, and behavioral insights—in exchange for SPN tokens.
* Reward Model: SPN tokens are distributed based on the quality and relevance of contributions, ensuring the database remains accurate and valuable.
* Reputation Scoring: Contributors are assigned reputation scores based on their history of providing accurate, timely data. High-reputation users receive streamlined validation and increased SPN rewards.