About & Methodology
Clustell was built for a simple reason: crypto timelines are loud, promotional, and fragmented across thousands of X accounts and tokens.
Instead of relying on hype threads or paid shills, Clustell organizes market research into four connected tools so you can check narratives, caller credibility, daily catalysts, and project fundamentals in one place.
1. Echo Chambers
Maps up to 20 relevant builders, researchers, and commentators per coin or theme on X, summarizing their latest 48 hours of public stances, quotes, rumors, and catalysts.
2. KOL Accountability
Audits 45-day public X coin and contract calls on demand — tracking entry prices, peak vs. current returns, deleted tweets, and renamed handles.
3. 5-Status Asset Directory
Evaluates tokens across Worth to Watch, New, Sleeping, Zombies, and Rejected using liquidity, GitHub delivery, community activity, and scam-risk checks — plus a 30+ chain live Contract Scanner.
4. Daily Digest
Deduplicates macro, coin, and Echo Chamber catalysts on a 1–10 relevance scale alongside a daily written Market Brief and headline Implications.
Human Ruleset — Every score and status follows explicit editorial thresholds: liquidity floors, developer activity checks, tokenomics/dilution review, narrative relevance, and scam indicators.
Scaled Synthesis + Editorial Override — AI models apply those rules across live X timelines, DEX metrics, and news feeds continuously, while editorial review overrides borderline classifications and removes confirmed rugpulls.
Editorial Principles
- No Paid ListingsProjects cannot pay to be listed, upgraded, or hidden from Zombie / Rejected statuses.
- Clear Failure WarningsStagnant and failed projects stay visible under Zombies and Rejected so users can check warning signs.
- Dated EvaluationsEvery coin profile and Echo Chamber snapshot displays when it was last evaluated.
- Transparent PricingSustained directly by reader credits ($0.20 per unlock) and Starter ($9/mo) / Pro ($19/mo) memberships — never by token promotions.
Important Disclaimer
Clustell is an independent market research tool and does NOT provide financial, investment, tax, or legal advice. Cryptocurrency is highly volatile and you can lose all invested capital. Watch Scores and KOL hit rates measure historical and narrative activity only — they never guarantee future performance. Always do your own research before making any financial decision.