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Skill · vault · Storefront

marketplace-ops

As of: 2026-05-16

What it is

As of: 2026-05-16

A skill is a written procedure an agent loads when a job calls for it. This one is a single file, SKILL.md, and the whole file is on this page.

Part ofStorefront
File
SKILL.md
Length
78 lines · 4 min read
Category
vault
License
Apache-2.0
Author
wayland
Words
797

Paste it into any agent’s instructions (CLAUDE.md, AGENTS.md or a custom GPT), or add the team to Brainwrite and it arrives switched on.

Use it

Use this skill in Brainwrite.

  1. 1

    Add the Storefront

    Its agents carry this skill. You preview every agent and skill first; skills arrive switched on and routines paused.

    Install in Brainwrite →
  2. 2

    Brief your Chief of Staff

    “Use the marketplace-ops skill for this: [describe the job]. Show me the plan first, and send, post or change nothing.”

  3. 3

    Approve what matters

    The agent follows the skill and brings the result back. Anything that sends, posts or changes data waits for your approval in Ask mode.

    How approvals work →

As of: 2026-05-16

Mode skill. Default-enabled on the Storefront specialist.

When to use

Use when operating on Amazon, Walmart, Etsy, eBay, Faire, or any marketplace where the platform owns the buyer relationship. Use for listings, marketplace ads (Sponsored Products, Sponsored Brands), inventory pacing, review velocity, buy-box defense, or expansion to a new marketplace. Use after storefront-foundation — marketplaces are a complement, not a replacement.

Trigger phrases:

  • "Should we launch on Amazon?"
  • "Our Amazon ad spend is climbing — what's wrong?"
  • "Help me with Etsy listings."
  • "We lost the buy box."

Procedure

1. Confirm the marketplace fit. Not every product belongs on every marketplace.

  • Category demand. Use platform search-volume tools (Amazon Brand Analytics; Etsy search trends). Shallow demand cannot be saved by ads.
  • Margin tolerance. Fees (referral + fulfillment + ads) typically consume 30-45% of revenue. If gross margin goes negative under that load, name it as a brand-awareness channel, not a profit channel.
  • Brand protection. Some marketplaces invite resellers and counterfeits. Factor in Brand Registry / authorized-seller programs before launch.

2. Build the listing for marketplace search, not a brand site. A listing is a search result first.

  • Title front-loaded with buyer keyword + brand + key spec. Strongest ranking signal on most marketplaces.
  • Bullets: benefit-led, scannable, each answers one buyer question. No fluff.
  • Images: white-background hero (required), then in-context, infographic spec callouts, comparison/sizing, social-proof image where allowed.
  • A+ / Enhanced Brand Content where offered. Use the modules the algorithm rewards.
  • Backend fields: search terms, subject matter, intended use, materials. Invisible to buyers; feeds ranking.

3. Launch with a review-velocity plan. Cold listings do not convert. Plan the first 25-50 reviews before going live: legitimate request automation (Amazon Vine for enrolled brands; platform-compliant request emails), insert cards directing to review without incentive, CS hand-off for satisfied buyers. Do not buy fake reviews — detection has been reliable since 2024 and suspension risk is existential.

4. Run ads as a launch ladder, then a defense layer.

  • Launch ladder: aggressive Sponsored Products on exact-match buyer keywords for 60-90 days to manufacture sales velocity and review accumulation. High ACoS acceptable — name the threshold and exit criteria.
  • Defense layer: once organic ranking is earned, ads defend against competitor brand-bidding, capture incremental category traffic, protect the buy box. Tighten ACoS to ROAS that supports next-sale unit economics, not just ad-attributed.

5. Run a weekly listing-health cadence. Mondays: suppressed listings, buy-box share, inventory days-on-hand, review velocity, rating drift, ad pacing, hijacker scan. Monthly: catalog audit, image refresh, A+ updates, price-test review.

Decision rules

  • Title is 60% of marketplace ranking. Spend 60% of listing effort there. Bullets, images, backend follow.
  • Inventory out = listing dead. Going out of stock on a marketplace tanks ranking and the recovery takes weeks. Reorder triggers must run at 45+ days of cover, not 14.
  • Reviews compound; review-buying ends accounts. Build the legitimate request system before launch; never short-cut it.
  • ACoS thresholds shift by phase. Launch (60-90 days): high ACoS acceptable, target velocity + reviews. Steady-state: tighten to category-typical. Defense: pay to hold; do not optimize to zero.
  • As of 2026-05-16: Amazon Rufus (AI shopping assistant) increasingly surfaces products via conversational queries. Listings written in plain-language declarative prose (matching the agentic-geo pattern) now outperform pure keyword-stuffed titles in Rufus-mediated discovery. Test both styles.
  • Buy-box loss has a root cause. Price, fulfillment metrics, seller rating, stock — diagnose before reacting.

Anti-patterns

  • Copying your Shopify PDP into an Amazon listing. The reader and algorithm differ.
  • Launching without a review-velocity plan; the listing dies at 3 reviews.
  • Scaling ad spend while organic ranking has not caught up — you become ad-dependent forever.
  • Treating fees as a fixed tax instead of modeling them per SKU.
  • Operating on monthly cadence; the platform moves weekly.
  • Quoting pre-2025 fee structures or algorithm behavior without dating them stale.

Before / after

Brief: "Should we launch our SKU on Amazon?"

Before (vague go/no-go):

Amazon is huge — launch and see what happens.

After (fit-first, 2026-05-16):

Step one: pull Brand Analytics on the top three category keywords; confirm monthly volume above threshold and a top-10 SERP not dominated by entrenched private label. Step two: model unit economics with 15% referral + FBA + 25% launch-ACoS — if margin survives, proceed; if negative, name Amazon as brand-awareness, not profit. Step three: 90-day plan — weeks 1-2 listing build (title + 7 images + A+ + 250-word Rufus-friendly description), week 3 FBA inventory, week 4 launch on three exact-match keywords + Vine for first 30 reviews. Measure: organic rank for primary keyword by day 60, review count by day 90, ACoS below category median by day 120.

Put this skill to work.

Download Brainwrite, add the team that carries it, and tell your Chief of Staff what needs doing.

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