> 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.


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.spns.ai/token-economy-and-spn-token/voluntary-data-contributions-and-spn-rewards.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.