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Across multiple conversations in the prop trading space, the same frustration kept surfacing about something far less controllable: Trustpilot reviews.

Early-stage perception is becoming a critical factor in determining whether a project gains traction or struggles to build trust.

The framework is a comprehensive tool aimed at helping businesses understand how they are perceived by investors, partners, and customers in high-risk, trust-sensitive markets.

Instead of treating trust as an abstract concept, we measure it where it matters most: across the public, verifiable signals that investors, partners, and customers rely on when evaluating fintech and Web3 firms in high-risk, trust-sensitive markets.