How NavScope Scores Tokens
NavScope assigns every tracked token a composite quality score — QRank — derived from on-chain wealth distribution, smart-money signals, and multi-source identity confidence. This page explains the principles behind the score without exposing proprietary calibration detail.
The QRank Score
QRank is a 0–100 composite signal that answers a single question: how healthy is this token's holder ecosystem?
A high QRank means wealth is broadly distributed across many independent wallets — the opposite of a token where a handful of insiders hold 90% of supply and can crash the price at will.
The score blends three conceptual dimensions:
- Wealth distribution quality
How concentrated or dispersed token ownership is across the top holder cohort. Broadly-held tokens score higher.
- Smart-money signals
Whether high-conviction wallets — identified by historical accumulation behaviour — are net buyers, holders, or sellers.
- Composite confidence
The cross-source agreement on identity, supply, and activity. Tokens where multiple independent sources agree score higher than those relying on a single data point.
Score at a glance
Score out of 100 — higher = more distributed ownership
Scores are recalculated periodically as on-chain state changes. A token's score may move when large holder events (accumulation, dumping, burns) shift the distribution landscape.
Trust Badge Tiers
NavScope translates QRank and anomaly-risk signals into three badge tiers displayed on every token page. Badges are assigned algorithmically — not editorially — to remove bias.
High composite score with strong wealth distribution quality and low anomaly signal. Verified tokens are auto-approved — no manual review required.
Moderate composite score or mild concentration signal. Reviewed tokens meet a credibility floor — flagged for a second-pass audit cadence.
Low composite score or high-risk concentration pattern detected. Flagged for AI-assisted audit. Not suppressed — displayed transparently so researchers can judge.
Important: Badge assignment is not an endorsement or a financial recommendation. A "Verified" badge means the token's distribution pattern meets our quality threshold at the time of evaluation — not that the token will perform well. Conditions change. Always conduct your own research.
What's Proprietary
We publish the principles. The calibration — exact thresholds, weighting ratios, source priority ordering, and anomaly signatures — is the moat we have built over thousands of real data events. These four areas are not published.
Data Layer
The aggregation cadence, normalisation pipeline, and conflict-resolution logic when two sources disagree on a contract address or supply figure.
Identity Waterfall
The ordered sequence of sources used to establish canonical token identity. Source priority, fallback logic, and tie-breaking rules are proprietary.
Anomaly Detection
The pattern signatures NavScope uses to flag wash trading, synthetic volume, or coordinated wallet behaviour — trained on historical manipulation events.
Wallet Intelligence
The heuristic model for labelling wallets as smart-money, accumulator, or distributor based on historical transaction cadence — not third-party tags.
Data Sources
NavScope queries multiple independent sources for every token. No single aggregator is trusted exclusively — cross-source agreement raises confidence; disagreement triggers additional validation.
On-Chain Explorers
Public blockchain APIs and explorers — keyless where available. Holder distribution, transfer history, and contract verification pulled at the chain level.
Public RPC Nodes
Direct chain queries via public RPC rotation. Used for real-time holder snapshots and on-chain event verification without relying on third-party indexers.
Open Token Lists
Curated open-source token registries from major DEX and wallet ecosystems. Used to cross-verify identity and chain canonicality — never as a single source of truth.
Exchange Deposit & Withdrawal APIs
Where exchanges publish deposit/withdrawal chain-and-contract data publicly, NavScope reads it to confirm listing status and canonical contract address.
NavScope sources all data directly from exchange APIs. All source queries are rate-limited and cached to avoid placing excessive load on public infrastructure.
See scores in action
Every token on NavScope carries a live QRank score and trust badge. Browse the market or check a specific token.
Last updated: May 2026