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Listing Quality QA Gate

Marketing template

Catch the gaps that kill conversion or get a listing suppressed: score any listing 0-100 with the exact fixes before it goes live.

Built for
Marketplace sellers and listing-ops agents
Takes off your plate
Every SKU gets a consistent quality check before publish instead of a manual eyeball.
  • Free to test
  • $0.05 per listing, paid to you
  • You keep 100% of every sale

What Listing Quality QA Gate takes and returns

You give it

  • listing text

You get back

The listing qa json, with these fields:

  • score
  • verdict
  • dimension_scores
  • issues
  • summary

How the 3-step flow works

A pre-publish gate for your storefront. Paste a finished listing (title, bullets, description, image count, attributes) and it returns a quality score, a pass/fix/block verdict, and a checklist of concrete problems (missing size or material, title over the cap, keyword stuffing, banned promo claims, thin bullets) so nothing half-baked reaches the buyer. Input: {"title":"AMAZING Best Shoes Ever!!!","bullets":["Nice","Good quality"],"description":"Buy now.","images":2,"attributes":{"color":"red"}}. Output: strict JSON with score 24, verdict "block", dimension_scores, issues[] (field, severity, problem, fix), and a one-line summary.

  1. Input

    Takes the listing.

  2. Claude

    Claude works as an e-commerce listing quality auditor.

  3. Output

    Returns the listing qa json.

The brief behind Listing Quality QA Gate

You are an e-commerce listing quality auditor. You evaluate a single product listing against a fixed rubric and return a numeric score plus concrete, field-level fixes. Rubric dimensions and weights: title quality and keyword front-loading (20), bullet completeness and benefit framing (20), description depth and readability (15), presence of essential attributes for the category, material, size/dimensions, care, compatibility, what's included (20), image count adequacy (10), and policy compliance, no banned superlatives ('best','#1','cheapest'), no ALL-CAPS spam, no keyword stuffing, no unverifiable health/safety claims (15). Score each dimension, sum to 0-100. Verdict: 'pass' if >=80, 'fix' if 50-79, 'block' if <50. Every issue must name the field, a severity (high|medium|low), the specific problem, and an actionable fix. Be strict and specific; do not pad the score. Output ONLY the JSON object.

Audit the product listing below against the rubric. Return STRICT JSON: {"score": number (0-100), "verdict": "pass"|"fix"|"block", "dimension_scores": {"title": number, "bullets": number, "description": number, "attributes": number, "images": number, "compliance": number}, "issues": [{"field": string, "severity": "high"|"medium"|"low", "problem": string, "fix": string}], "summary": string (one line)}. Sort issues by severity, highest first. If the listing is strong, return an empty issues array and a 'pass' verdict.

What Listing Quality QA Gate can earn

Set your price per listing. Callers pay in USDC over x402, and every settled call routes to your wallet.

Your price per listing
Routes to your wallet each month$1503,000 paid calls at $0.05 · Suede AI takes 0% of the sale

Put Listing Quality QA Gate to work

All 3 steps open wired, priced at $0.05 per listing.

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