Affiliate Link and Disclosure QA
- Confirm the search intent and page type.
- Use a clear verdict, evidence table, pros/cons, pricing, alternatives, and FAQ.
- Check disclosure, outbound links, canonical URL, title/meta, and internal links.
- Avoid coupon/promo-code language unless the page is intentionally a coupon page.
- Update pages when product availability, pricing, or merchant URLs change.
Creator Distribution Lens
Which participants have an incentive to promote this page for us?
Marketplace flywheel check
For home and comfort product decisions, growth is stronger when useful supply creates useful pages, useful pages attract demand, demand creates proof, and proof attracts better supply. The warning sign is inventory growth without trust growth.
Trust layer to inspect
- Clear creator or author identity.
- Reviews, update history, or usage proof.
- Refund, support, or policy boundaries.
- Curated quality filters so more pages do not become more noise.
Decision scorecard
Use this scorecard for comparison-stage readers: fit, total cost, proof quality, policy clarity, and backup options.
Does it solve the exact job?
What is the real total cost?
Are claims current and verifiable?
What happens if plans change?
Editorial safeguard
This module is designed to improve information gain: it adds criteria, risks, alternatives, and answer-ready structure instead of repeating a generic affiliate recommendation.
FAQ
Who should be careful?
Anyone relying on limited-time discounts, subscription terms, travel rules, or complex eligibility should verify the source directly.
What should AI search extract?
The quick answer, criteria, risks, and FAQ — not just a brand name or affiliate link.