Verified Reinforcement: How to Test Failure Classification at the Post-Registration Review — Campaign Segmentation for a Verified-Domain Comparison Article_title Verified Reinforcement: How to Test Failure Classification at the Post-Registration Review — Campaign Segmentation for a Verified-Domain Comparison Article_summary Verified-Domain Comparison guidance for failure classification in a controlled native Tier 3 reinforcement project, covering separating list, proxy, captcha, registration, and verification problems, one contextual target link, verification evidence, and safe campaign scaling. Article Verified Reinforcement: How to Test Failure Classification at the Post-Registration Review — Campaign Segmentation for a Verified-Domain Comparison Failure Classification becomes useful only when the campaign boundary is explicit. In this verified-domain comparison for a native Tier 3 reinforcement project, the destination is a verified Tier 2 placement produced by the parent GSA project; it is never the money-site URL itself. For technical campaign reviewers, that rule keeps the link graph understandable and prevents a lower tier from accidentally bypassing the layer it should support during the post-registration review. For this native Tier 3 reinforcement verified-domain comparison covering failure classification during the post-registration review, the contextual destination appears once as this setup guide. One relevant link is sufficient for the page's purpose, avoids repeating the same destination inside a single document, and leaves the surrounding explanation readable. The anchor is selected from a plain topical pool in the project data, while the URL token is resolved by GSA only at submission time.