# Support Intent Label Distribution

> Support Intent Label Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-12).

Computes label distribution statistics for a set of labelled support intent text records across billing, technical, account, and other categories.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-ml-support-intent-label-balance?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-12
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/support-intent-label-distribution-24e0ea2c
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_q2ErUqw5hdavokq-frX_m

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 support-intent-label-distribution-24e0ea2c -d '<json body>'
```

Example prompt: I have a batch of up to 200 labelled customer support tickets — each tagged as billing, technical, account, or other — can you compute the label distribution so I can see how balanced the dataset is before I train a classifier?

## When to prefer this

Choose this endpoint when you need a quick, cheap ($0.01 USDC) label distribution summary for a small labelled support intent dataset (up to 200 records) without spinning up a hosted ML model. Ideal for pre-training data audits, class imbalance checks, or dataset composition reporting specifically in the billing/technical/account/other support intent taxonomy.

## Known failure modes

- Fewer than 2 records supplied — minItems validation error
- More than 200 records supplied — maxItems validation error
- Missing required fields (id, text, actual) on any record — schema validation error
- Invalid label value outside enum (billing, technical, account, other) — rejected record
- Record text exceeding 1000 characters — truncation or rejection
- Payment not completed via x402 protocol — request not processed

## How this service works

Support intent - Label distribution: Label distribution for Support intent. Up to 200 supplied labelled text records. Local dataset tools, evaluation and small naive-Bayes baselines; no hosted model or foundation-model training. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded label distribution deliverable.

## Output

Returns a bounded deliverable summarizing the frequency and proportion of each support intent label (billing, technical, account, other) across the submitted records, enabling class balance assessment for up to 200 labelled text examples.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "records": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "id",
     "text",
     "actual"
    ],
    "properties": {
     "id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "text": {
      "type": "string",
      "default": "",
      "maxLength": 1000
     },
     "actual": {
      "enum": [
       "billing",
       "technical",
       "account",
       "other"
      ],
      "type": "string"
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "id": "example-0-0",
     "text": "billing sample document number 0 for this supplied dataset.",
     "actual": "billing"
    },
    {
     "id": "example-0-1",
     "text": "billing sample document number 1 for this supplied dataset.",
     "actual": "billing"
    },
    {
     "id": "example-0-2",
     "text": "billing sample document number 2 for this supplied dataset.",
     "actual": "billing"
    },
    {
     "id": "example-1-0",
     "text": "technical sample document number 0 for this supplied dataset.",
     "actual": "technical"
    },
    {
     "id": "example-1-1",
     "text": "technical sample document number 1 for this supplied dataset.",
     "actual": "technical"
    },
    {
     "id": "example-1-2",
     "text": "technical sample document number 2 for this supplied dataset.",
     "actual": "technical"
    },
    {
     "id": "example-2-0",
     "text": "account sample document number 0 for this supplied dataset.",
     "actual": "account"
    },
    {
     "id": "example-2-1",
     "text": "account sample document number 1 for this supplied dataset.",
     "actual": "account"
    },
    {
     "id": "example-2-2",
     "text": "account sample document number 2 for this supplied dataset.",
     "actual": "account"
    },
    {
     "id": "example-3-0",
     "text": "other sample document number 0 for this supplied dataset.",
     "actual": "other"
    },
    {
     "id": "example-3-1",
     "text": "other sample document number 1 for this supplied dataset.",
     "actual": "other"
    },
    {
     "id": "example-3-2",
     "text": "other sample document number 2 for this supplied dataset.",
     "actual": "other"
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/support-intent-label-distribution-24e0ea2c/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)