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Amazon B2B Product-Opportunity Margin Qualifier

Cut thousands of B2B candidates down to the ones that clear your margin floor.

Amazon US

Included in the $9.00 Shelf Kit

Agent/API — $0.50
Review-first
Every output stays a draft.
No credentials
No seller-account login required.
Private delivery
Inputs expire after 24 hours.
Clear recourse
Digital-service refund policy.

What you receive

  • Qualified sourcing queue ranked by estimated unit contribution and margin rate
  • Below-floor queue ordered with the smallest shortfall to your floor first
  • Sourcing-blocked and needs-economics research queues kept separate
  • Transparent per-unit referral-fee, cost, and contribution arithmetic
  • Amazon's rank, growth, review, offer, and page-view fields preserved as observations

Who it is for

Amazon Business sellers, agencies, sourcing teams, and agents reducing a seller-supplied B2B Product Opportunities export to a reviewable sourcing queue before a human verifies costs, fees, and supplier reality.

Delivery: usually a structured result, workbook, or ZIP depending on the tool.

How it stays safe

Friday performs arithmetic only on the B2B Product Opportunities rows and seller-entered economics you supply. It reads no Amazon account, report, listing, supplier, or customer record and does not verify Amazon's recommendation fields. Estimated contribution is supplied price minus supplied referral fee, landed cost, and fulfillment cost—not verified profit, demand, or a sourcing recommendation, and actual referral fees vary by category. Friday does not publish listings and never sources, buys, lists, reprices, advertises, or changes a catalog item or seller account.

Synthetic sample

See the deliverable structure before buying

{
  "qualified_count": 2,
  "below_contribution_floor_count": 2,
  "sourcing_blocked_count": 1,
  "needs_economics_count": 2,
  "qualified_queue_preview": [
    {
      "rank": 1,
      "asin": "B0NORTH106",
      "estimated_unit_contribution": 5.0,
      "estimated_contribution_margin_rate": 0.2381,
      "sourcing_status": "unknown"
    },
    {
      "rank": 2,
      "asin": "B0NORTH101",
      "estimated_unit_contribution": 4.74,
      "estimated_contribution_margin_rate": 0.1897,
      "sourcing_status": "available"
    }
  ],
  "below_contribution_floor_queue_preview": [
    {
      "rank": 1,
      "asin": "B0NORTH104",
      "estimated_unit_contribution": 2.79,
      "estimated_contribution_vs_floor": -0.21
    },
    {
      "rank": 2,
      "asin": "B0NORTH102",
      "estimated_unit_contribution": 2.35,
      "estimated_contribution_vs_floor": -0.65
    }
  ],
  "sourcing_blocked_queue_preview": [
    {
      "rank": 1,
      "asin": "B0NORTH103",
      "estimated_unit_contribution": 6.64
    }
  ],
  "needs_economics_queue_preview": [
    {
      "rank": 1,
      "asin": "B0NORTH107",
      "b2b_sales_rank": 3900
    },
    {
      "rank": 2,
      "asin": "B0NORTH105",
      "b2b_sales_rank": 5200
    }
  ],
  "publish_status": "draft_needs_review",
  "safety": "Seller-supplied report and cost arithmetic only. No account is read, no supplier is contacted, contribution is not verified profit or demand, and no item is sourced, listed, or repriced."
}

This sample uses synthetic facts. Your output is generated only from the facts you submit.

Agent API and x402 details

POST /v1/amazon-business/product-opportunity-margin-qualification

Exact x402 price: $0.50. Use the public OpenAPI schema and Base USDC payment flow. The response returns a private job URL and temporary token.

Open the API documentation →

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