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Dimensional-Weight and Shipping Size-Tier Classifier

Catch dim-weight and size-tier surprises before you price a product.

Amazon USWalmart USShopifyeBay US

Included in the $9.00 Shelf Kit

Agent/API — $0.25
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

  • Volume, raw and rounded-up dimensional weight per item
  • Billable weight and which weight drove it
  • Longest side and length-plus-girth
  • First fitting size tier, or an exceeds-all-tiers flag
  • Metrics within your margin of the tier ceiling to trim

Who it is for

Sellers, agencies, and ops agents pressure-testing dimensions against a carrier or marketplace size-tier table before a human sets price or packaging.

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

How it stays safe

Friday performs arithmetic only on the dimensions, weights, divisor, and tier table you supply. It fetches no live carrier or marketplace rate, calculates no fee, surcharge, or delivery date, and does not verify your divisor or bounds against a current schedule. Billable weight is the greater of supplied actual and computed dimensional weight, not a shipping quote. Friday reads no account, shipment, or order; does not publish listings; and does not rate-shop, book, or label anything.

Synthetic sample

See the deliverable structure before buying

{
  "item_count": 3,
  "classified_count": 1,
  "near_boundary_count": 1,
  "exceeds_all_tiers_count": 1,
  "tier_counts": {
    "Small standard": 1,
    "Large standard": 1,
    "Bulky": 0
  },
  "item_preview": [
    {
      "reference": "BOTTLE-STD",
      "dimensional_weight": 2.0,
      "billable_weight": 2.0,
      "weight_basis": "dimensional",
      "assigned_tier": "Large standard",
      "status": "classified"
    },
    {
      "reference": "SHELF-NEAR",
      "dimensional_weight": 14.0,
      "billable_weight": 14.0,
      "weight_basis": "dimensional",
      "assigned_tier": "Small standard",
      "status": "near_boundary",
      "near_boundary_metrics": [
        {
          "metric": "longest_side",
          "value": 14.5,
          "tier_bound": 15,
          "headroom_percent": 3.3333
        }
      ]
    },
    {
      "reference": "RUG-OVERSIZE",
      "dimensional_weight": 88.0,
      "billable_weight": 88.0,
      "weight_basis": "dimensional",
      "assigned_tier": null,
      "status": "exceeds_all_tiers"
    }
  ],
  "publish_status": "draft_needs_review",
  "safety": "Arithmetic on the supplied divisor and tier table only; no live carrier or marketplace rate, fee, account, or shipment is read, and nothing is booked or published."
}

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

Agent API and x402 details

POST /v1/shipping/dim-weight-classify

Exact x402 price: $0.25. 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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