Our Research Methodology
Transparency is foundational to trust. This page explains exactly how we research, evaluate, and present information across every section of Block Clarity Hub.
Cryptocurrency Evaluation Framework
Every cryptocurrency we cover is evaluated against six standardized criteria. This framework ensures consistency across our coverage and helps readers understand both the strengths and weaknesses of each project. We do not assign numerical scores or rankings — instead, we provide detailed qualitative analysis across each dimension so readers can weigh factors according to their own priorities.
Technology
- Consensus mechanism design and trade-offs
- Scalability approach (L1 throughput, L2 solutions)
- Security architecture and cryptographic foundations
- Smart contract capability and programming languages
- Interoperability and cross-chain functionality
Team & Governance
- Founder backgrounds and track records
- Development activity (GitHub commits, contributors)
- Governance model (on-chain vs. off-chain)
- Degree of decentralization over time
- Foundation or DAO structure and treasury management
Adoption
- Active addresses and daily transactions
- Total Value Locked (TVL) in DeFi protocols
- Developer ecosystem size and growth rate
- Institutional adoption and integration
- Real-world usage beyond speculation
Tokenomics
- Supply mechanics (fixed, inflationary, deflationary)
- Initial distribution and vesting schedules
- Token utility within the ecosystem
- Staking economics and yield sustainability
- Concentration risk (whale holdings)
Security Track Record
- Third-party audit history and findings
- Past security incidents and response quality
- Bug bounty programs and payouts
- Network uptime and reliability
- Known vulnerability disclosures
Regulatory Status
- Classification clarity (commodity, security, utility)
- Compliance with major jurisdictions (US, EU, Asia)
- Legal challenges or enforcement actions
- KYC/AML integration capabilities
- Regulatory trend trajectory
Scam Assessment Process
Scam documentation is among the most important work we do. Inaccurate scam reporting can either fail to protect users or unfairly damage legitimate projects. Our process is rigorous and multi-step to ensure we get it right.
Data Sources
We draw scam data from multiple authoritative and independent sources to ensure comprehensive and accurate coverage:
- FBI Internet Crime Complaint Center (IC3) annual reports
- Chainalysis Crypto Crime Reports (annual and mid-year)
- SlowMist Hacked database for incident tracking
- CertiK security alerts and audit reports
- Rekt.news incident database for DeFi exploits
- Consumer Financial Protection Bureau (CFPB) complaint data
Verification Process
Every scam we document is cross-referenced against a minimum of three independent sources before publication. We verify reported financial losses against official agency data where available, confirm the technical mechanism of the scam through on-chain analysis or technical review, and validate victim reports through established complaint databases. We do not publish scam warnings based solely on social media reports or unverified allegations.
Classification & Severity
Scams are classified by type (phishing, rug pull, Ponzi scheme, romance scam, etc.) and assigned severity ratings based on documented financial impact and prevalence. We track how scam techniques evolve over time and update our coverage when new variants emerge. Each scam entry includes red flags to watch for, real-world examples, and concrete protection steps.
Tool Review Process
We evaluate cryptocurrency tools through hands-on use — not press releases or marketing materials. Every tool we review undergoes a minimum of two weeks of active use before we publish our assessment. We test with real scenarios that a typical user would encounter.
User Experience
Interface design, onboarding flow, learning curve, and documentation quality
Security Features
Encryption, 2FA support, key management, open-source status, and audit history
Chain Support
Number of blockchains supported, token coverage, and cross-chain capabilities
Pricing
Fee structure transparency, hidden costs, comparison to alternatives
Community Reputation
User reviews, incident history, team responsiveness, and longevity in the space
We receive no compensation from any tool, exchange, or service we review. Our evaluations reflect our genuine experience as users.
Source Hierarchy
Not all sources carry equal weight. We use a tiered system to prioritize reliability and ensure our content is grounded in the most trustworthy information available.
Tier 1 — Primary
- Official protocol documentation and whitepapers
- On-chain data from blockchain explorers
- Peer-reviewed academic papers and research
- Government agency reports (FBI, SEC, CFTC)
- Verified audit reports from recognized firms
Tier 2 — Secondary
- Verified news outlets (CoinDesk, The Block, Bloomberg)
- Exchange transparency reports
- Security audit firms (CertiK, Trail of Bits, OpenZeppelin)
- Industry analytics platforms (Chainalysis, Dune, DefiLlama)
- Regulatory filings and public legal documents
Tier 3 — Contextual
- Community reports and forum discussions
- Social media posts and threads
- Unverified user testimonials
- Opinion pieces and editorials
Tier 3 sources are used for context only and are never the sole basis for any factual claim. They help us understand community sentiment and identify emerging issues that we then verify through Tier 1 and Tier 2 sources.
Content Freshness
Cryptocurrency moves fast, and outdated information can be dangerous. We maintain content freshness through multiple mechanisms:
- Quarterly reviews: All educational pages and cryptocurrency profiles are reviewed every quarter for accuracy
- Live market data: Price and market data via CoinGecko API is refreshed every 5 minutes
- Event-driven updates: Educational content is updated immediately when significant protocol changes, security incidents, or regulatory developments occur
Bias Disclosure
Full transparency requires disclosure of potential biases. Here is ours:
- We hold no financial positions in any cryptocurrency discussed on this site
- We receive no compensation from any project, exchange, or tool listed or reviewed
- We have no advisory roles or consulting agreements with any blockchain project
- We have no affiliate relationships — clicking any link on this site generates zero revenue for us
If any of these disclosures ever change, we will update this page immediately and note the change prominently.