ToolAssay

Text classification into labels

Text classification into labels. Zero-shot classification: give text and 2-20 candidate labels, get the best label, a short reason and a ranking. Use for routing tickets, tagging content, intent detection and moderation queues.

Answeringour last check, 2026-10-24
1 of 1checks answered this week
37 msmedian answer time
$0.01listed price per call
$0.01price it asked us

Paid test badge: not yet. The checks above are free: we call the tool without paying and read the payment request it sends back. The Verified badge needs paid calls whose answers match the promised output, and nobody can buy a badge.

Endpoint

GET https://agent-data-tools.revmesh2074.workers.dev/ai/classify

CategoryEverything else
Provider hostagent-data-tools.revmesh2074.workers.dev
Networkseip155:137, eip155:42161, eip155:8453, solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp
Payment schemesexact
Self-reported calls, 30 days4 from 2 payers (the provider's figure, not ours)

Our checks, last 30 days

DayResultHTTPAskedTime
2026-10-24 valid payment request 402$0.01 37 ms

Example input (from the provider)

{
  "method": "GET",
  "queryParams": {
    "labels": "billing,shipping,technical,other",
    "text": "My card was charged twice for the same order."
  },
  "type": "http"
}

Promised output schema (from the provider)

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "input": {
      "additionalProperties": false,
      "properties": {
        "method": {
          "enum": [
            "GET"
          ],
          "type": "string"
        },
        "queryParams": {
          "properties": {
            "labels": {
              "description": "Comma-separated candidate labels (2-20)",
              "examples": [
                "billing,shipping,technical,other"
              ],
              "type": "string"
            },
            "text": {
              "description": "Text to classify, up to 8,000 characters",
              "examples": [
                "My card was charged twice for the same order."
              ],
              "type": "string"
            }
          },
          "required": [
            "text",
            "labels"
          ],
          "type": "object"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "properties": {
            "label": {
              "type": "string"
            },
            "model": {
              "type": "string"
            },
            "ranking": {
              "items": {
                "type": "string"
              },
              "type": "array"
            },
            "reason": {
              "type": "string"
            }
          },
          "type": "object"
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}

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