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Etsy Ads Listing Contribution Auditor

See which listing-level ad results need an economics review.

Etsy

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

  • Cost per click, return on ad spend, and click-to-order rate by listing
  • Revenue after supplied ad spend and each listing's spend share
  • Contribution only where the complete supplied unit-economics set exists
  • Separate negative, thin, zero-attributed-order, and concentration review bands
  • Coverage totals that keep partial economics from looking like whole-shop profit

Who it is for

Etsy sellers, agencies, and finance teams reviewing an exported Etsy Ads listing-performance window against their own unit economics before a human considers any campaign or budget change.

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

How it stays safe

Friday performs arithmetic only on the aggregate listing aliases, SKUs, report dates, spend, clicks, attributed orders, attributed revenue, units, and unit costs you provide. It accepts no buyer, order, message, or customer content; reads no Etsy Ads account, campaign, Payment account, or shop; and verifies no field. Etsy alone decides attribution. A negative estimate, zero-attributed-order row, or concentration flag is a review lead—not proof an ad caused or failed to cause a sale. Friday makes no spend recommendation, changes no ad, campaign, budget, bid, listing, price, inventory, or shop, does not publish listings, and does not modify a seller account.

Synthetic sample

See the deliverable structure before buying

{
  "listing_count": 5,
  "total_ad_spend": 225.0,
  "total_clicks": 550,
  "total_attributed_orders": 44,
  "total_attributed_revenue": 1235.0,
  "revenue_after_ad_spend": 1010.0,
  "blended_cost_per_click": 0.4091,
  "blended_return_on_ad_spend": 5.4889,
  "blended_click_to_order_rate_percent": 8.0,
  "rows_with_economics": 3,
  "economics_covered_spend_percent": 88.8889,
  "contribution_on_economics_covered_rows": 193.0,
  "negative_contribution_count": 1,
  "thin_contribution_count": 1,
  "spend_without_attributed_orders_count": 1,
  "budget_concentration_count": 1,
  "rows_needing_economics": 2,
  "negative_contribution_exposure": 62.0,
  "review_queue_preview": [
    {
      "priority_rank": 1,
      "listing_alias": "NW-QUILT-XL",
      "ad_spend": 50.0,
      "attributed_revenue": 180.0,
      "contribution_after_ad_spend": -62.0,
      "status": "review_negative_contribution"
    },
    {
      "priority_rank": 2,
      "listing_alias": "NW-MUG-12",
      "ad_spend": 25.0,
      "attributed_orders": 0,
      "contribution_after_ad_spend": null,
      "status": "review_spend_without_attributed_orders"
    }
  ],
  "publish_status": "draft_needs_review",
  "safety": "Analysis of aggregate, seller-supplied Etsy Ads and unit-economics fields only. It decides no attribution, makes no spend recommendation, and changes no ad, campaign, budget, listing, price, shop, or account."
}

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

Agent API and x402 details

POST /v1/etsy/ads/onsite-listing-contribution-audit

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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