jevrecipes

Recipe catalog / search-intent-kind

Classify search intent

What is the searcher behind query trying to do: learn, reach a site, buy, compare before buying, or find something nearby?

You map keywords to page types, route queries to different result layouts, or audit whether content matches the intent behind the terms it targets.

Explore this recipe interactively ยท Source and implementation guide

Use search-intent-kind in TypeScript

Install with npm install jev-recipes. Requires Node.js 22.9 or newer and ES modules. Set TYPESAFE_API_KEY in your server environment for live calls, which send input to TypeSafe and use API quota. See the installation guide.

import { searchIntentKind } from 'jev-recipes/search-intent-kind';

const result = await searchIntentKind({
  "query": "best noise cancelling headphones under 200 vs sony wh-1000xm5",
  "minConfidence": 0.8
});
console.log(result);

Input contract

FieldTypeNeeded
querystringRequired
minConfidencenumberOptional
Full input and result schemas
{
  "input": {
    "$schema": "https://json-schema.org/draft/2020-12/schema",
    "type": "object",
    "properties": {
      "query": {
        "type": "string"
      },
      "minConfidence": {
        "type": "number",
        "minimum": 0,
        "maximum": 1
      }
    },
    "required": [
      "query"
    ]
  },
  "result": {
    "$schema": "https://json-schema.org/draft/2020-12/schema",
    "type": "object",
    "properties": {
      "model": {
        "type": "string"
      },
      "usage": {
        "type": "object",
        "properties": {
          "input_tokens": {
            "type": "integer",
            "minimum": 0,
            "maximum": 9007199254740991
          },
          "output_tokens": {
            "type": "integer",
            "minimum": 0,
            "maximum": 9007199254740991
          }
        },
        "required": [
          "input_tokens",
          "output_tokens"
        ],
        "additionalProperties": false
      },
      "status": {
        "type": "string",
        "enum": [
          "ready",
          "review"
        ]
      },
      "verdict": {
        "type": "string",
        "enum": [
          "informational",
          "navigational",
          "transactional",
          "commercial",
          "local",
          "unclear"
        ]
      },
      "confidence": {
        "type": "number",
        "minimum": 0,
        "maximum": 1
      },
      "probabilities": {
        "type": "object",
        "propertyNames": {
          "type": "string",
          "enum": [
            "informational",
            "navigational",
            "transactional",
            "commercial",
            "local",
            "unclear"
          ]
        },
        "additionalProperties": {
          "type": "number",
          "minimum": 0,
          "maximum": 1
        },
        "required": [
          "informational",
          "navigational",
          "transactional",
          "commercial",
          "local",
          "unclear"
        ]
      }
    },
    "required": [
      "model",
      "usage",
      "status",
      "verdict",
      "confidence",
      "probabilities"
    ],
    "additionalProperties": false
  }
}

Saved example result

This hand-authored response demonstrates the contract. It is not a model accuracy measurement. Run it without an API key: npx jev-recipes demo search-intent-kind.

{
  "model": "demo-fixture",
  "usage": {
    "input_tokens": 0,
    "output_tokens": 0
  },
  "status": "ready",
  "verdict": "commercial",
  "confidence": 0.86,
  "probabilities": {
    "informational": 0.03,
    "navigational": 0.01,
    "transactional": 0.06,
    "commercial": 0.86,
    "local": 0.01,
    "unclear": 0.03
  }
}

Evaluation evidence

Fixture only

No verified live accuracy measurement is available. Evaluate representative cases before using this decision in your workflow.

Use the evaluation guide to measure this decision on your own labeled cases.

Limitations

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