brianmoney/amazon-marketing-skill/listing-audit

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Score and audit an existing Amazon product listing against current Amazon policies and best practices. Use when the user wants to evaluate listing quality, check compliance, identify problems, find optimization opportunities, or get a health check on their Amazon content. Also use when the user pastes an existing listing and asks "what's wrong with this" or "how can I improve this."

Install

npx vskill@latest install brianmoney/amazon-marketing-skill/listing-audit

SKILL.md

Listing Audit

Evaluates an existing Amazon listing against current Amazon policies (2024-2026), compliance requirements, and optimization best practices for both traditional search and Rufus AI discovery.

Prerequisites

Load references/amazon-style-guide.md, references/rufus-optimization.md, and references/backend-keywords-guide.md.

If brand-context.md exists in the project root or .agents/ directory, load it for shared brand context and past learnings that inform audit recommendations.

If products/[ASIN]/product-context.md exists, load it for product-specific context. Prefer User Confirmed Data, then Amazon Observed Data, then AI Inferences.

Resolve product references by SKU or ASIN using the product context file's SKU: and ASIN: fields.

If multiple product folders exist and the user has not specified a product, ask which SKU or ASIN to use before auditing.

The user must provide either:

  • A full listing (title, bullets, description, and ideally backend keywords)
  • An Amazon URL, ASIN, or seller SKU (if Playwright or MCP tooling is connected, pull live

data; otherwise ask the user to paste the content)

  • A screenshot of a listing (describe what you see)

Audit Process

Phase 1: Compliance Check

Run every element through the compliance rules from the style guide. Flag violations as CRITICAL (risks suppression), WARNING (violates best practices), or INFO (improvement opportunity).

Title Compliance:

  • [ ] Under character limit for category (200 default)?
  • [ ] No prohibited special characters (!$?_{}^¬¦)?
  • [ ] No word repeated more than twice?
  • [ ] No ALL CAPS words?
  • [ ] No promotional language ("Best Seller", "#1", "Sale", etc.)?
  • [ ] No subjective claims ("Amazing", "Perfect")?
  • [ ] No price, availability, or condition info?
  • [ ] Brand name present?
  • [ ] First letter capitalized per word?

Bullet Point Compliance:

  • [ ] All 5 slots used?
  • [ ] Header: Body format on each?
  • [ ] No emojis?
  • [ ] No special characters (™®€…†‡¢£¥©±~â)?
  • [ ] No ALL CAPS sections?
  • [ ] No guarantee/refund language?
  • [ ] No promotional claims?
  • [ ] No competitor brand names?
  • [ ] No company info, URLs, or contact details?
  • [ ] No period at the end of any bullet?
  • [ ] No repetition between bullets?
  • [ ] No repetition of title content?
  • [ ] Estimated total bytes under 1,000 (indexing limit)?

Description Compliance:

  • [ ] Under 2,000 characters?
  • [ ] No HTML tags?
  • [ ] No prohibited content?
  • [ ] Does not duplicate bullet points verbatim?

Backend Keywords Compliance (if provided):

  • [ ] Under 249 bytes?
  • [ ] No commas or punctuation?
  • [ ] No competitor brand names?
  • [ ] No ASINs/UPCs?
  • [ ] No words duplicated from visible content?
Phase 2: Quality Scoring

Score each element on a 0-100 scale based on effectiveness:

Title Quality (25 points possible):

CriterionPoints
Primary keyword within first 80 characters5
Answers an implicit buyer question5
Includes key differentiator5
Optimal length usage (not too short/stuffed)5
Follows category formula5

Bullet Point Quality (30 points possible):

CriterionPoints
All 5 slots used3
Each covers a unique angle5
Feature→benefit→use case connections7
Specific details (numbers, materials, dims)5
Natural keyword integration5
Addresses different buyer objections5

Description Quality (15 points possible):

CriterionPoints
Adds info beyond bullets (not just repeat)5
Includes secondary keywords3
Addresses buyer objection4
Readable structure (short paragraphs)3

Backend Keywords Quality (15 points possible):

CriterionPoints
Byte count efficient (no waste)5
No duplication with visible content3
Includes synonyms3
Includes Spanish terms (US)2
Includes use-case/intent terms2

Rufus Readiness (15 points possible):

CriterionPoints
Listing answers "who is this for"3
Listing answers "what problem does it solve"3
Listing answers "how/when/where to use it"3
Use-case specificity in bullets3
Natural language (not keyword-stuffed)3
Phase 3: Recommendations

Deliver findings in priority order:

  1. Critical Fixes (compliance risks — do these first)
  2. Top 3 Quick Wins (highest-impact changes with least effort)
  3. Keyword Coverage Gaps (important terms missing from listing)
  4. Rufus Optimization Opportunities (conversational discovery improvements)
  5. Long-Term Improvements (A+ Content, image recommendations, Q&A strategy)

Output Format

Load templates/audit-scorecard.md and populate every section with findings from the audit. Do not reproduce the template inline — fill it out and present the completed scorecard to the user.

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

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