Editorial independence

Calculator results and guide copy should remain useful before any contact form, provider introduction, affiliate link, or sponsored module appears.

Provider relationships should be labeled clearly before a paid or referral-based element is visible.

No fake trust

The site must not render fake review stars, unsupported provider rankings, or local claims that cannot be explained with visible sources or assumptions.

Structured data must match visible page content.