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Bolt Text Classifier
x402
Bolt Text Classifier is a paid API for AI agents from bolt.orbonomy.xyz, paid per call via x402, $0.03/call, status unknown (last checked 2026-09-15).
Classifies input text into specified categories using AI, optionally guided by a task description
Price / call$0.03
Success—
StatusUnknown
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, including which category the text was assigned to and potentially confidence scores or additional metadata.
Example use cases
Route support tickets by category
“I've got a backlog of support emails coming in. Can you read through them and sort each one into either 'billing question', 'product bug', 'feature request', or 'account access problem'? That way I can send them to the right team. Here's the first one: 'The payment button on checkout doesn't work in Safari and I'm losing sales.'”
Tag user reviews with sentiment
“We're getting product reviews and I need to organize them fast. Classify each review as either 'very positive', 'positive', 'neutral', 'negative', or 'very negative' so we can prioritize responses. Start with this one: 'The app crashes every time I try to upload a photo. Wasted $10 on this.'”
Categorize survey responses by theme
“I just collected survey responses about our onboarding process and need to understand the pain points. Can you go through these and tag each response as either 'confusing interface', 'missing documentation', 'too slow', 'cost concerns', or 'works great'? Here's one to start: 'It took me three hours to figure out how to connect my data source because the setup wizard skipped key steps.'”
Technical details
Endpoint
POSThttps://bolt.orbonomy.xyz/api/classifyWhen to prefer
Choose this endpoint when you need to assign text to one or more custom categories on demand, especially when you want to define your own category list rather than use a fixed taxonomy. Useful for routing, tagging, triage, and content moderation workflows where flexibility in label definition matters.
Side effects
- Missing required 'text' field returns validation error
- Empty or malformed categories array may yield unpredictable results
- Ambiguous or conflicting categories may produce low-confidence or incorrect labels
- Very long input text may be truncated or rejected
- Payment failure via x402 returns 402 status before processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| task | string | |
| textrequired | string | |
| categories | array |
Output
Schema · Response
| Field | Type | Description |
|---|---|---|
| data | object | |
| success | boolean |
Tags
x402
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