Collection and verification methodology
Our goal is not to rewrite announcements faster. It is to help readers identify what is confirmed, who may be affected, and what remains unknown.
1. Ranking and sources
The system reads CoinGecko's top 20 exchanges by Trust Score each day and accesses only pre-verified official exchange domains. A newly ranked exchange without a source mapping triggers an alert instead of falling back to search results or republished material.
2. Data minimization
We retain source titles, official URLs, publication times, collection times, and content fingerprints. Full source text is used temporarily for generation and quality checks and is not republished as the article body.
3. The role of AI
DeepSeek produces a structured draft in Traditional Chinese, Simplified Chinese, and English covering the direct answer, key facts, timeline, affected users, conditional impact, unknowns, risk notes, and FAQs. It may not predict prices or promise returns.
4. Publishing gate
Automated checks cover source integrity, information depth, copied-sentence ratio, trading inducement, and risk disclosure. Passing drafts remain noindex and ad-free previews until an editor verifies each source and adds original judgment.
5. Corrections
Exchanges may amend or withdraw announcements. We update articles when material differences are found and retain editorial verification notes. Submit the original source and specific issue through the contact page.