Score Nerds is built on data, not opinions. Our team combines credit scoring engineering with data journalism to produce guides you can actually trust. Here's our approach to accuracy.
At Score Nerds, Our content is produced by a team led by a CTO with 15+ years building credit scoring systems. But we don't just rely on expertise — we test claims with experiments, analyze real data, and cite primary sources for every statistic.
Every guide is verified against official FICO documentation, VantageScore specifications, CFPB data, and Federal Reserve research. We cross-check claims against our scoring system experience and run experiments where possible.
We bring production experience from building systems that serve financial institutions — how lenders actually use scores, what thresholds trigger approvals, and how different actions impact scores in practice.
All affiliate relationships are disclosed. Editorial rankings are based on data analysis, not commission rates. When we recommend a product, we show the math behind why.
Conduct original research, analyze credit profiles, and produce the data studies and experiments that power our guides.
Built production scoring models. Review all algorithmic claims for accuracy against real model behavior.
Research debt management strategies and identity protection with data-first methodology.
Ensure content meets FCRA, ECOA, and CFPB requirements. Review all financial disclosures.
Every statistic is traced to a primary source — FICO, Experian, CFPB, Federal Reserve, or peer-reviewed research.
Credit experiments include methodology, sample data, and results so you can evaluate the evidence yourself.
Scoring claims are validated by engineers who built production credit scoring systems.
Guides are flagged for review when scoring models update, regulations change, or financial product terms shift.
Have questions about our editorial standards or want to report an issue with our content? We're here to help and always welcome feedback from our community.
Response Time: We typically respond to all inquiries within 24-48 hours. For urgent matters, please include "URGENT" in your subject line.
