# Packaging Cost Per Shipped Order – Sequential Input-Change Attribution

> Packaging Cost Per Shipped Order – Sequential Input-Change Attribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).

Computes a sequential (waterfall) attribution analysis showing how changes in packaging spend and shipped order volume jointly drove the change in packaging cost per shipped order.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ar-retail-packaging-cost-order-waterfall?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/packaging-cost-per-shipped-order-sequential-input-change-attribution-e1fb1867
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Pmkl-cZybL7bEtwx6VRU5

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability packaging-cost-per-shipped-order-sequential-input-change-attribution-e1fb1867 -d '<json body>'
```

Example prompt: My packaging spend went from $120 to $132 and my shipped orders went from 40 to 44 — can you run a sequential input-change attribution to show how much each factor contributed to the change in packaging cost per shipped order?

## When to prefer this

Choose this endpoint when you need a structured, sequential waterfall attribution specifically for the packaging cost per shipped order metric in a retail context, given only before/after snapshot figures (no live data or platform access required). It is ideal for ops reporting, finance reviews, or agent-driven cost analysis where you want a bounded, explainable decomposition of how spend and volume changes each drove metric movement — not a general-purpose BI tool.

## Known failure modes

- Shipped orders value of 0 or negative rejected (exclusiveMinimum: 0 enforced)
- Missing required fields (packaging_spend or shipped_orders in before/after) returns validation error
- Values exceeding 1,000,000,000,000 are out of range and rejected
- Malformed JSON body returns 400-level error
- Payment of 0.01 USDC not fulfilled triggers x402 payment-required response

## How this service works

Packaging cost per shipped order - Sequential input-change attribution: Sequential input-change attribution for Packaging cost per shipped order. Supplied retail figures only, up to 200 records. No platform access, live rates or order execution. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded sequential input-change attribution report.

## Output

A bounded sequential input-change attribution report showing the before and after packaging cost per shipped order, and the step-by-step (waterfall) decomposition of how each input change — packaging spend and shipped order volume — individually contributed to the overall metric change, up to 200 records.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "after": {
   "type": "object",
   "default": {
    "shipped_orders": 44,
    "packaging_spend": 132
   },
   "required": [
    "packaging_spend",
    "shipped_orders"
   ],
   "properties": {
    "shipped_orders": {
     "type": "number",
     "default": 40,
     "maximum": 1000000000000,
     "minimum": 0,
     "exclusiveMinimum": 0
    },
    "packaging_spend": {
     "type": "number",
     "default": 120,
     "maximum": 1000000000000,
     "minimum": 0
    }
   },
   "additionalProperties": false
  },
  "before": {
   "type": "object",
   "default": {
    "shipped_orders": 40,
    "packaging_spend": 120
   },
   "required": [
    "packaging_spend",
    "shipped_orders"
   ],
   "properties": {
    "shipped_orders": {
     "type": "number",
     "default": 40,
     "maximum": 1000000000000,
     "minimum": 0,
     "exclusiveMinimum": 0
    },
    "packaging_spend": {
     "type": "number",
     "default": 120,
     "maximum": 1000000000000,
     "minimum": 0
    }
   },
   "additionalProperties": false
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/packaging-cost-per-shipped-order-sequential-input-change-attribution-e1fb1867/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)