Operator Stack
Workflow Jun 10, 2026 published

Affiliate Disclosure Placement Checklist for AI Tool Pages

A practical checklist for placing affiliate disclosures near monetized AI tool recommendations without hiding sponsorship, commission, or review limits.

This checklist is for turning a useful AI tool page into a monetized page without hiding the business relationship from readers. It is not legal advice. It is an operating checklist for keeping affiliate content readable, reviewable, and easy to send back to review before publication.

No affiliate links are included in this page. If monetized links are added later, this page must return to review status until disclosure and source checks pass again.

When Disclosure Is Required

Start with the reader’s question: would knowing about a commission, sponsorship, free account, referral credit, or other business relationship change how they evaluate the recommendation?

If the answer could be yes, add disclosure before the reader reaches the recommendation or monetized call to action. Do not rely on a global disclosure page, footer link, or generic “legal” button. Those pages are useful background, but the reader may land directly on one review, comparison, or tool page.

Use the checklist whenever a page includes:

  • An affiliate link.
  • A referral link.
  • A sponsored placement.
  • A free or discounted account received for review.
  • A recommendation that could earn the site a commission.

If there is no financial or material connection, do not invent one. Keep the page non-affiliate and focus on source quality.

Place Disclosure Before The First Monetized CTA

The practical rule is simple: the disclosure should be hard to miss before the reader acts on the recommendation.

Use this placement order:

  1. Page intro explains the workflow or decision.
  2. Disclosure appears before or near the first affiliate link, recommendation box, comparison table, or buy button.
  3. The recommendation explains reader fit and limitations.
  4. The CTA appears after the disclosure and recommendation.

For longer pages, repeat a short disclosure near later monetized sections. A reader who jumps to a comparison table should not need to scroll back to understand that the page may earn a commission.

Use Plain Language

The disclosure should say what the relationship is in ordinary language. Avoid vague labels that only operators understand.

Use clear wording like:

Disclosure: This page may contain affiliate links. If you buy through those links, Operator Stack may earn a commission at no extra cost to you. Recommendations are based on workflow fit, cited sources, and review criteria, not commission size.

Adjust the wording to the actual program. If a specific program requires a specific public statement, use the program’s required wording and still keep the disclosure near the relevant recommendation.

Avoid weak labels:

  • Affiliate link.
  • Partner button.
  • Commissionable link.
  • Legal disclosure.
  • Sponsored section with no sponsor named.

Those labels can be too easy to misunderstand when they are separated from the recommendation.

Keep Review Criteria Separate From Commission

The page should explain why a tool fits the reader’s workflow before it asks for a click.

Use a small review table:

CheckRequired note
Workflow fitWhat specific job does the tool help with?
Reader fitWho should use it, and who should skip it?
EvidenceWhich official source supports the claim?
LimitationsWhat changed recently or needs rechecking?
MonetizationIs there a commission, referral credit, or sponsor?

If the monetization line is the strongest reason to recommend a tool, do not publish the recommendation. Send the page back to review and rewrite it around reader fit.

Add Source And Claim Checks

Disclosure placement does not make a weak claim safe. Before publishing an affiliate page, check the claims separately.

Use this source block for every monetized recommendation:

Tool or product:
Monetized link location:
Disclosure location:
Official source checked:
Claim supported:
Pricing or plan claim included:
Date checked:
Reviewer:
Risk note:

Remove or soften claims that cannot be tied to an official source. For AI tools, avoid fixed pricing, limits, and feature promises unless they were checked during the same update.

Copy This Disclosure Checklist

Page:
Slug:
Affiliate program:
Monetized CTA:

Disclosure placement:
- Appears before or near first monetized CTA:
- Repeated near later monetized sections:
- Not hidden behind a footer, tooltip, or legal link:

Disclosure wording:
- Says the site may earn a commission:
- Names the relevant program or sponsor if needed:
- Uses ordinary reader language:
- Avoids vague labels:

Recommendation quality:
- Reader-fit criteria stated:
- Limitations included:
- No unverifiable income or performance claims:
- No copied product description:
- Commission does not determine ranking:

Source review:
- Official source URLs checked:
- Pricing or feature claims checked today:
- Screenshots or source notes saved if useful:
- Broken or stale links removed:

Gate result:
- Return to review before adding links:
- Run content validation:
- Run source link check:
- Run static build:

Keep the completed checklist with the draft or source log. If a later update adds a new monetized section, complete the checklist again instead of assuming the old disclosure still covers the page.

Stop Conditions

Do not publish a monetized AI tool page when any of these are true:

  • The first affiliate link appears before the disclosure.
  • The disclosure is only in the footer, privacy page, or general disclosure page.
  • The page recommends a tool because of commission rather than reader fit.
  • A pricing, plan, or feature claim cannot be checked against an official source.
  • The page copies product marketing text without original review context.
  • The page includes an income claim that cannot be verified.
  • The affiliate program requires wording that has not been added.

These stop conditions are automation-friendly because they make the draft fail early instead of silently publishing a risky page.