Affiliate UGC Test Planner

Dev Tools

Plan compliant affiliate UGC test campaigns from a product or niche into disclosure-safe hooks, short-form video briefs, carousel briefs, platform routing, cost assumptions, test metrics, and kill criteria. Use when the user wants to test affiliate products with AI-generated UGC, Pinterest pins, TikTok/Reels/Shorts, Claude/Higgsfield-style workflows, or similar content-generation systems without making unsupported income, health, or testimonial claims.

Install

openclaw skills install affiliate-ugc-test-planner

Affiliate UGC Test Planner

Use this skill to turn an affiliate product idea into a small, compliant content test. It plans the campaign; it does not promise commissions, post content, or generate media directly.

Workflow

  1. Validate the product.

    • Identify product, audience, affiliate network, commission range, allowed traffic sources, and disclosure requirements.
    • Reject or flag products that require medical, financial, legal, or unverifiable personal-result claims.
    • Ask for real product evidence if claims are weak: landing page, product page, user reviews, usage notes, or creator-owned footage.
  2. Choose the test path.

    • Pick one primary platform: Pinterest, TikTok, Instagram Reels, YouTube Shorts, Lemon8, or owned landing page.
    • State whether direct affiliate links are allowed, uncertain, or should route through an owned bridge page.
    • Separate organic tests from paid tests.
  3. Build the hook matrix.

    • 5 hooks: problem, routine, comparison, objection, curiosity.
    • Each hook must avoid fake personal experience unless the user actually used the product.
    • For AI-generated people, do not present them as real customers.
  4. Build content briefs.

    • 2 short video briefs.
    • 1 carousel brief.
    • Each brief includes scene idea, product evidence, caption angle, disclosure line, CTA, and failure risk.
  5. Plan generation and cost control.

    • Define the minimum viable creative set before scaling.
    • Estimate generation count, not revenue.
    • Include a stop rule for tools that burn credits or require paid plans.
  6. Define measurement.

    • Track posts, impressions, saves, clicks, outbound CTR, affiliate network clicks, conversion events if available, and policy/account issues.
    • Give day-3 and day-7 kill criteria.

Output Format

Start directly with the deliverable. Do not add a persona, greeting, or process preamble.

Return:

  • offer fit: product, audience, traffic source, and risk level.
  • compliance flags: disclosures, claim risks, platform risks, and evidence gaps.
  • hook matrix: 5 hooks in a table.
  • video briefs: 2 concise UGC-style briefs.
  • carousel brief: 4-slide structure.
  • platform plan: posting path and link/disclosure handling.
  • cost risk: low, medium, or high with reason.
  • test metrics: day-3 and day-7 metrics.
  • kill criteria: when to stop or rework.

Guardrails

  • Do not copy prompts, private workflows, landing-page claims, or creator-provided files from a source video.
  • Do not claim guaranteed views, income, commissions, sales, ranking, or virality.
  • Do not promise income, commissions, virality, ranking, or sales.
  • Do not fabricate testimonials, personal product experience, before/after results, medical outcomes, or financial outcomes.
  • Do not advise hiding affiliate disclosures.
  • Do not tell users to bypass platform policies, moderation, account limits, or affiliate-network rules.
  • For health, wellness, finance, legal, or regulated products, use cautious copy and require evidence review.
  • For AI-generated actors, disclose or phrase as demonstration/content, not a real customer review.

Reference

If source validation is needed, read references/source-evidence.md. It summarizes the public video/comment evidence behind this skill and the limits of the conversion.