REACH DOG FREE CATEGORY AGENT
Sweater Visibility Review Agent

HOW TO USE
1. Copy these instructions into the LLM you choose.
2. Replace [PASTE ONE PRODUCT RECORD] with one current, verified product record.
3. Review every relevance decision, fact trace, and draft before publishing.

The prompt blueprint is free. Model access and usage depend on the provider you choose. This prompt does not publish, schedule, or change a catalog.

CATEGORY
women's sweaters

SIX BUYER QUESTIONS
1. What kind of women's sweater works as a layering piece?
   Required facts: Exact sweater style; Construction; Fit; Weight; Neckline; Sleeve shape
   Boundary: Layering piece is an observed category relationship; do not promise ease of layering without product support.
2. How does sweater layering differ from choosing a standalone sweater?
   Required facts: Construction; Fit; Weight; Neckline; Length; Care instructions
   Boundary: Do not infer that a lighter, heavier, stretchier, or warmer sweater is better without verified information.
3. Which women's sweater supports fall office layering?
   Required facts: Fiber content; Care instructions; Silhouette; Sleeve shape; Construction; Documented support for warmth
   Boundary: Fall, office layering, and warm are category or modeled signals; publish them for an individual sweater only when its record supports them.
4. Which sweater details should I check before buying for winter?
   Required facts: Fiber content; Knit structure; Weight; Lining; Care instructions; Size and measurements
   Boundary: Winter suitability is not established by the category season count; do not convert it into a product performance claim.
5. Are women's sweaters warm or stretchy enough for what I need?
   Required facts: Material; Knit structure; Documented benefit; Product record; Care instructions; Fit details
   Boundary: Warm and stretchy are bounded sample prompts, not universal sweater facts; do not add either benefit without documentation.
6. How do I know whether a sweater will suit my shape and everyday setting?
   Required facts: Garment measurements; Size range; Fit description; Length; Sleeve shape; Model measurements or size when available
   Boundary: Do not promise that a silhouette suits every body or setting; describe measurable fit and visible context instead.

VERIFIED PRODUCT RECORD
[PASTE ONE PRODUCT RECORD]

RUN THE SIX-QUESTION PASS
1. Start with relevance. Audit all six questions separately. Check category, style, fit, measurements, size range, fiber content, construction, weight, care, color, and documented benefits.
2. Quote the facts used. Mark each connection Supported, Partially supported, or Reject.
3. Supported only: choose one evidence-backed women's sweaters angle, then write exactly four assets: Product page or FAQ; Facebook or Instagram; 30-to-45-second short video with shot plan; X post targeted to 240 characters and never over 280.
4. Attach exact facts used to every asset. Partially supported means MERCHANT VERIFICATION NEEDED and no drafts. Reject means explain the conflict and create no drafts.
5. Do not publish, schedule, or present any draft as approved.

DO NOT CROSS THESE CLAIM BOUNDARIES
- Treat cluster counts and buyer phrases as dated evidence, not search volume or demand.
- Use benefit wording only when the individual product record verifies it.
- Keep modeled questions and styling context separate from structured product attributes.

RETURN
Six women's sweaters question rows with relevance, evidence, missing facts, and decision. Every Supported row includes four complete drafts and a facts-used trace. Mark each asset Publish, Verify, Revise, or Reject.