How NavScope's Analytical Methods Work
NavScope publishes the principles behind every major analytical method used in the platform. These explainers are for users who want to understand what they are looking at — and for researchers and journalists who need a citable primary source.
Published
Coming Soon
Cross-Exchange VWAP Explained: Why a Single Price Is Never the Whole Story
How NavScope calculates volume-weighted average price across multiple exchanges simultaneously — and what that divergence reveals about liquidity health and arbitrage risk.
Inside the AI Narrative Engine: How NavScope Generates Token Intelligence Reports
A transparent account of the data pipeline that powers NavScope's AI narratives: what data goes in, how the language layer works, what guarantees freshness, and what a narrative can and cannot tell you.
Token Identity Resolution: Why NavScope Uses (Chain, ContractAddress) — Not Symbols
How NavScope's identity engine resolves canonical token identity across exchanges and why treating a ticker symbol as a unique identifier is a fundamental data integrity error.
The William Discovery Engine: How NavScope Finds Newly Listed Tokens Before They Go Mainstream
How NavScope's AI discovery engine identifies newly listed tokens, scores their outreach priority, evaluates exchange credibility, and decides when "we have your data" becomes a valid pitch.
See the methodology in action
Every token on NavScope carries a live safety score derived from these inputs.