# Inventory Count Shortfall – Threshold Classification

> Inventory Count Shortfall – Threshold Classification is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-25).

Classifies inventory count shortfall values (expected minus counted units) into threshold-based categories for up to 200 retail records.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ar-retail-count-shortfall-threshold?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-25
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/inventory-count-shortfall-threshold-classification-20b9ef97
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_qVVV6osZrDQTsFYGU0jCh

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 inventory-count-shortfall-threshold-classification-20b9ef97 -d '<json body>'
```

Example prompt: I have 8 inventory count records — each with an expected and an actual counted quantity — and I want to classify their shortfalls using a lower threshold of 5 and an upper threshold of 50. Can you run a threshold classification on them and tell me which ones fall inside and outside those bounds?

## When to prefer this

Use this endpoint when you have retail inventory count data and need a fast, rules-based classification of shortfalls against custom lower and upper thresholds — particularly for batch retail audits of up to 200 records. Prefer this over a full analytics pipeline when you only need discrete threshold band labels rather than statistical summaries, trend lines, or live inventory system integration.

## Known failure modes

- Fewer than 2 rows submitted — minimum item count not met
- More than 200 rows submitted — maximum item count exceeded
- Missing required fields (expected_units or counted_units) in any row — validation error
- Non-numeric values for unit counts — schema rejection
- Lower threshold greater than upper threshold — may produce unexpected classifications
- Payment not processed — x402 payment required before response

## How this service works

Inventory count shortfall - Threshold classification: Threshold classification for Inventory count shortfall. 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 threshold classification report.

## Output

A bounded threshold classification report for each submitted inventory record, indicating whether the shortfall (expected minus counted units) falls below the lower threshold, within the defined range, or above the upper threshold. Up to 200 records processed per call.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "expected_units",
     "counted_units"
    ],
    "properties": {
     "counted_units": {
      "type": "number",
      "default": 97,
      "maximum": 1000000000000,
      "minimum": 0
     },
     "expected_units": {
      "type": "number",
      "default": 100,
      "maximum": 1000000000000,
      "minimum": 0
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "counted_units": 97,
     "expected_units": 100
    },
    {
     "counted_units": 106.7,
     "expected_units": 110.00000000000001
    },
    {
     "counted_units": 97,
     "expected_units": 100
    },
    {
     "counted_units": 106.7,
     "expected_units": 110.00000000000001
    }
   ],
   "maxItems": 200,
   "minItems": 2
  },
  "lower": {
   "type": "number",
   "default": 0,
   "maximum": 1000000000000000000,
   "minimum": -1000000000000000000
  },
  "upper": {
   "type": "number",
   "default": 100,
   "maximum": 1000000000000000000,
   "minimum": -1000000000000000000
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/inventory-count-shortfall-threshold-classification-20b9ef97/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)