← All Friday Seller Tools

Pay once · No Friday subscription

Amazon Search-Term Spend Waste Miner

Turn an Ads search-term report into a ranked human-review queue.

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

  • CTR, CPC, conversion, ACoS, and ROAS for every supplied row
  • Ranked negative-exact and harvest-exact review candidates
  • High-ACoS review rows against your supplied target
  • Observed historical no-order spend with explicit non-forecast limits
  • Repeated negative-phrase tokens excluding protected terms

Who it is for

Amazon sellers, agencies, ad operators, and agents triaging a seller-supplied Sponsored Products search-term report before a human changes targeting.

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

How it stays safe

Friday performs arithmetic only on the Amazon Ads report rows, thresholds, ACoS target, and protected terms you supply. It reads no Ads account or live report. Historical no-order spend is not guaranteed avoidable spend, savings, waste, or a forecast, and a negative or harvest label is only a human-review candidate. Friday does not publish listings and does not create, change, activate, pause, or publish a keyword, negative, target, bid, budget, campaign, ad group, listing, or seller account.

Synthetic sample

See the deliverable structure before buying

{
  "total_spend": 75.25,
  "total_sales": 179.95,
  "portfolio_acos_percent": 41.8,
  "negative_exact_review_count": 2,
  "harvest_exact_review_count": 1,
  "high_acos_review_count": 1,
  "monitor_count": 1,
  "observed_no_order_spend": 29.25,
  "observed_no_order_spend_percent": 38.9,
  "negative_phrase_review_candidates": [
    {
      "phrase": "plastic",
      "source_row_count": 2,
      "source_positions": [
        1,
        2
      ],
      "clicks": 21,
      "spend": 29.25
    }
  ],
  "row_preview": [
    {
      "search_term": "cheap plastic water bottle",
      "clicks": 12,
      "spend": 18,
      "orders": 0,
      "action": "negative_exact_review"
    },
    {
      "search_term": "northwind insulated bottle",
      "clicks": 20,
      "spend": 24,
      "orders": 5,
      "sales": 149.95,
      "acos_percent": 16.0,
      "action": "harvest_exact_review"
    }
  ],
  "publish_status": "draft_needs_review",
  "safety": "Historical arithmetic on seller-supplied rows only. Candidates require human review; no savings are forecast and no keyword, negative, bid, budget, campaign, listing, or account is changed."
}

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

Agent API and x402 details

POST /v1/amazon-ads/search-term-spend-waste

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 →

Related seller tools