Methodology

Profile Construction

1. 1. Ingest token and market data from indexed provider sources.
2. 2. Normalize fields for page-safe rendering across missing or partial data.
3. 3. Build trust and health summaries from available controls and holder context.
4. 4. Attach reference links and route-level context for user investigation workflows.
5. 5. Render claim-state overlays without mutating the independent intelligence layer.

Quality Filtering Principles

• - Directory and homepage snapshots prioritize active, higher-signal entries.
• - Extremely low-signal rows may be excluded from surfaced public feeds.
• - Missing upstream values do not break pages; fields gracefully degrade.
• - Quality filtering is operational, not a guarantee of project legitimacy.

Separation of Responsibilities

• - Official Links: owner-submitted, available only after approved paid claim activation.
• - Reference Links: public-source links, always marked as not owner-verified.
• - MYTOKEN Intelligence: independent, not editable by token owners.
• - Claim state: modifies ownership controls and presentation, not risk model logic.

Known Limits

• - Wallet clustering is inferential and should not be treated as identity proof.
• - External provider latency can create temporary mismatch windows.
• - Market conditions can change faster than refresh cycles on volatile assets.
• - MYTOKEN does not provide investment advice or guaranteed risk outcomes.

Research Workflow Recommendation

1. 1. Start on the token profile for market and trust baseline checks.
2. 2. Use Detector and Wallet pages when concentration or behavior looks elevated.
3. 3. Compare official owner links against public-source reference links.
4. 4. Validate final decisions using independent external sources.