Reputation Scoring

Sapiens builds a trust-based ecosystem by assigning dynamic reputation scores to contributors based on the quality and consistency of their data:

• Initial Reputation Assignment: New users start with a baseline reputation score. As they submit data, their score is adjusted based on the reliability and relevance of their contributions.

• Trust Building Through Consistency: Users who consistently provide validated, high-quality data see their reputation score increase. High-reputation contributors enjoy streamlined validation processes for future submissions and earn enhanced SPN token rewards as recognition for their contributions.

• Penalties for Low-Quality Submissions: Submissions that are flagged as inaccurate or irrelevant lead to a decrease in the contributor’s reputation score. Users with low scores may face stricter validation processes or temporary suspension from data submission until their contributions meet the platform's quality standards.

By combining simplified deployment models with robust data validation and incentivization, Sapiens delivers a reliable, user-focused solution tailored to the needs of modern sales teams.