# Commerce Intent Labelled JSONL Export

> Commerce Intent Labelled JSONL Export is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).

Accepts up to 200 labelled text records with commerce intent categories and returns a formatted JSONL export for local ML evaluation and naive-Bayes baseline training.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-ml-commerce-intent-jsonl-export?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-19
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/commerce-intent-labelled-jsonl-export-103d44c6
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_NZhsdlNk-qv4wRkJQDHXy

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 commerce-intent-labelled-jsonl-export-103d44c6 -d '<json body>'
```

Example prompt: Export my 50 labelled commerce intent records as a JSONL file — each record has an ID, the customer text, and the actual intent label (browse, purchase, return, or other) — so I can run local evaluation and build a naive-Bayes baseline.

## When to prefer this

Choose this endpoint when you have up to 200 pre-labelled commerce intent text records (browse, purchase, return, other) and need a structured JSONL export for local evaluation or small-scale naive-Bayes baseline construction. It is not a hosted classification service — you supply both the text and the ground-truth labels. Prefer this over alternatives when you want a lightweight, low-cost ($0.01 USDC) data packaging step rather than inference or model training.

## Known failure modes

- Fewer than 2 records supplied — minimum item count not met
- More than 200 records submitted — exceeds maxItems limit
- Record missing required fields (id, text, or actual) — validation error
- Invalid actual label value outside enum (browse, purchase, return, other)
- Text field exceeds 1000 character limit per record
- ID field exceeds 80 characters or is empty
- Payment failure via x402 protocol — export not delivered

## How this service works

Commerce intent - Labelled JSONL export: Labelled JSONL export for Commerce 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 labelled jsonl export deliverable.

## Output

A bounded JSONL export containing up to 200 labelled records, each with an ID, text string, and actual commerce intent label (browse, purchase, return, or other), suitable for local ML evaluation and naive-Bayes baseline training — no hosted model or foundation-model fine-tuning included.

## 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": [
       "browse",
       "purchase",
       "return",
       "other"
      ],
      "type": "string"
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "id": "example-0-0",
     "text": "browse sample document number 0 for this supplied dataset.",
     "actual": "browse"
    },
    {
     "id": "example-0-1",
     "text": "browse sample document number 1 for this supplied dataset.",
     "actual": "browse"
    },
    {
     "id": "example-0-2",
     "text": "browse sample document number 2 for this supplied dataset.",
     "actual": "browse"
    },
    {
     "id": "example-1-0",
     "text": "purchase sample document number 0 for this supplied dataset.",
     "actual": "purchase"
    },
    {
     "id": "example-1-1",
     "text": "purchase sample document number 1 for this supplied dataset.",
     "actual": "purchase"
    },
    {
     "id": "example-1-2",
     "text": "purchase sample document number 2 for this supplied dataset.",
     "actual": "purchase"
    },
    {
     "id": "example-2-0",
     "text": "return sample document number 0 for this supplied dataset.",
     "actual": "return"
    },
    {
     "id": "example-2-1",
     "text": "return sample document number 1 for this supplied dataset.",
     "actual": "return"
    },
    {
     "id": "example-2-2",
     "text": "return sample document number 2 for this supplied dataset.",
     "actual": "return"
    },
    {
     "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/commerce-intent-labelled-jsonl-export-103d44c6/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)