Transparency Policy

DriveClarity should not make a confident vehicle claim unless the information is supported by a source label, a confidence label or a clear explanation of the assumption being used.

• Verified: source-labelled information with clear support.
• Manufacturer supplied: information published by the manufacturer.
• Estimated: calculated or inferred guidance with assumptions visible.
• Cached verified: previously verified information being reused safely.
• Stale: source-labelled information that may need a fresh check.
• Needs verification: information that should not be treated as final.
• Unavailable: missing information that should not be invented.

A vehicle should not be treated as comparison-ready if important source-labelled facts are missing. In that case, DriveClarity should explain the gap rather than forcing a ranking.

DriveClarity should disclose any future dealer, finance, insurance, advertising, referral or affiliate influence before a buyer relies on customer-facing guidance.