# Bolt Text Classifier

> Bolt Text Classifier is a paid API for AI agents from boltx402.orbonomy.xyz, paid per call via x402, $0.03/call, status unknown (last checked 2026-09-15).

Classifies input text into user-defined or task-specific categories using AI processing

## Facts

- Endpoint: POST https://boltx402.orbonomy.xyz/api/classify
- Price: $0.03/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/bolt-text-classifier-b182419e
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_7D-tzQsFvBG7o9lJ_QZ7h

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 bolt-text-classifier-b182419e -d '<json body>'
```

Example prompt: Classify this customer message as 'billing', 'technical_support', or 'general_inquiry': 'I was charged twice last month and need a refund immediately.'

## When to prefer this

Use this endpoint when you need lightweight, pay-per-request text classification without setting up your own ML pipeline. Ideal for agents that occasionally need to classify text into custom categories and want to avoid provisioning a dedicated model. Best for single-document classification tasks where categories can be specified at runtime.

## Known failure modes

- Missing required 'text' field returns validation error
- Invalid or empty categories array may cause unpredictable classification
- Text too long may be truncated or rejected
- Payment failure via x402 prevents request from processing
- Ambiguous text may result in low-confidence or incorrect classification

## How this service works

Utility toolkit for AI agents. 54 endpoints — tools, data, and AI processing. Pay per request in USDC via x402.

## Output

Returns a JSON object with a success boolean and a data object containing the classification result, likely including the assigned category label and potentially a confidence score or additional metadata about the classification.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "text"
 ],
 "properties": {
  "task": {
   "type": "string"
  },
  "text": {
   "type": "string"
  },
  "categories": {
   "type": "array"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "data": {
   "type": "object"
  },
  "success": {
   "type": "boolean"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/bolt-text-classifier-b182419e/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from boltx402.orbonomy.xyz](https://www.zero.xyz/host/boltx402.orbonomy.xyz/llms.txt)