How to Build a Comparison Page Without Fake Rankings

Why this page exists

Replace unsupported rankings with criteria and source notes.

Reader job: A comparison page can be useful without claiming a universal winner.

Search or AI purpose: Reader builds a safer comparison page.

Real source-backed example

Queries mention comparison page ranking.

This page avoids invented reader stories or private performance claims. It uses public sources as the factual floor and explains the decision a reader can make from them.

How to apply it

• Use the source-backed example as a starting point, not as a universal rule.
• Check the original source when money, compliance, sizing, or purchase risk is involved.
• Compare the result with the related calculator, chart, guide, or policy before acting.

Keep or revise rule

Capture affiliate comparison quality searches.

AI-search summary

How to Build a Comparison Page Without Fake Rankings: Replace unsupported rankings with criteria and source notes. The useful answer states the direct rule, cites the source, and names what still needs verification.

Sources checked

• FTC Endorsement Guides Q&A
• Google helpful content guidance