Editorial policy

Our purpose

LineLens teaches how prices, probability, market movement, and data quality work. Educational pages explain concepts; the live product compares markets. Neither promises that a bet will win.

How content is checked

• Worked examples are recalculated against the formulas on the page.
• Market terms are paired with honest limitations.
• Live prices and sports news include their source and timestamp in the product.
• Sentiment and news never silently alter no-vig probability math.

Updates and corrections

Guides show a review date and are updated when the product, terminology, or explanation changes. Material errors are corrected rather than preserved.

Transparency

Our public record is append-only: qualifying displayed picks are recorded when they appear and losses are not removed. Read the methodology, inspect the data sources, or view the public record.