Crypto Insider

Methodology

Crypto Insider is an independent market-intelligence publication. Here is exactly how each issue is made.

1. Collection

Every morning at 5:00 AM we collect data from public sources:

2. Deduplication

Headlines are clustered by textual similarity so a single event appears once. We keep the most authoritative original source and record how many outlets covered it, which is a useful signal of significance. We filter out articles already used in an earlier issue.

3. Calculation

All figures, including unlock size as a share of circulating supply, dollar values, price and TVL changes, are computed in code from primary data. Thresholds: unlocks are shown when they exceed 2.0% of circulating supply or $5M; chains need at least $100M TVL and protocols at least $75M.

4. Drafting & review

An AI model drafts the analytical commentary from the verified dataset only. Automated checks flag numbers that don't appear in the source data, citations that don't match a stored item, and advisory language. A separate AI fact-checking review then checks that claims are supported by their cited sources and that unconfirmed reports are attributed rather than stated as fact, and an AI editorial review checks the piece against our editorial standards.

Disclaimer

Crypto Insider publishes general information and market commentary for educational purposes. It is not personal financial, investment, tax or legal advice, and it does not take into account your objectives, financial situation or needs. Nothing published is an offer, solicitation or recommendation to buy, sell or hold any digital asset or financial product.

Digital assets are highly speculative and volatile. Past performance and historical patterns, including those around token unlocks, are not reliable indicators of future results. Data is obtained from third-party sources believed to be reliable but is not guaranteed to be accurate, complete or current. Authors and contributors may hold positions in assets discussed. Consider seeking advice from a licensed professional before making any financial decision.