Abstract

PrimeInsights is a decentralised Data Liquidity Pool (DLP) designed to empower users by transforming their personal Amazon data into a perpetual source of income. By contributing shopping, Prime Video, Audible, and other data types to PrimeInsights, users unlock opportunities to earn rewards while fuelling valuable insights for AI training, analytics, and other downstream applications.

PrimeInsights leverages $VANA as the sole incentive and governance token to align incentives across contributors, data users, and stakers, creating a virtuous cycle of value generation across the ecosystem.

All emissions to the DLP Treasury are collected in an escrow account and distributed at the end of each epoch (approximately 21 days) among:

• Stakers: 50%

• Contributors: 10%

• DLP Owner : 40%

Contributor rewards will be proportionally distributed based on the value of the data, weighted by through governance vote. Contributor rewards will aim to be a source of supplementary income aiming to range between $30.00 - $200.00 every 21 days upon claiming.

Governance will be achieved by locking up $VANA (up to 180 days) to mint nirVANA (Network Integrated Reward $VANA). The locked $VANA will be staked to the DLP and entitled stakers will be able to vote on changing the weights assigned to data categories for each epoch.

Additionally, maintaining a minimum nirVANA balance will entitle users to an API key allowing them to access the data within the DLP. This API will be tiered, where all stakers will get access to a “basic tier” once they mint nirVANA. To access the “pro-tier” stakers will be required to stake a minimum amount and to sacrifice their yield. This sacrificed yield will then be redistributed amongst the Data Contributors, other Stakers and Owners.

This model will not only align incentives between data contributors, data users and stakers, but will also create positive externalities for the broader Vana ecosystem by creating virtuous fly wheels.