AI Web Scraping Agent: Prompt to Structured JSON

The final charge is based on confirmed usage. Unused reserved credits return to your available balance.

Firecrawl

AI Web Scraping Agent: Prompt to Structured JSON

Describe the data you want in plain English, optionally limit the agent to up to 50 URLs and supply a JSON Schema, and get schema-shaped JSON back. Pay per call, at most $0.001 per run, drawn from the same Toolmu balance your other tools use. No login or CAPTCHA bypass.

You receive

One run returns structured JSON shaped by your prompt or JSON Schema, after the agent researches the pages you allow (up to 50 URLs; otherwise the open web). Billed per call, max $0.001 per run. Not full-site crawl-to-markdown, single-page scraping, private logins, CAPTCHA solving, or scheduling.

Start with your task

Tell me what to find, such as [prices and delivery times on these product pages]. Add [up to 50 webpage links] to limit the search; otherwise it may use public webpages. It cannot open pages that require a login.

Inputs & outputs

Inspect the current inputs, availability, and maximum charge before starting.

Input schema

Input schema
Field / Path	Type	Requirement	Meaning
body`body`	`object`	Required	Autonomous multi-page research into schema-shaped JSON Required fields `prompt`
urls`body.urls`	`array`	Optional	Constrain the agent to these URLs. Maximum items `50`
[]`body.urls[]`	`string`	—	Format `uri`
prompt`body.prompt`	`string`	Required	What data to find and extract. Minimum length `1` Maximum length `10000` Examples `Find the pricing tiers and per-seat cost on acme.com`
schema`body.schema`	`object`	Optional	JSON Schema to shape the extracted data.
maxCredits`body.maxCredits`	`integer`	Optional	Maximum provider credits the agent may spend on this task. Default `100` Minimum `1` Maximum `2500`
strictConstrainToURLs`body.strictConstrainToURLs`	`boolean`	Optional

View raw JSON

{
  "type": "object",
  "required": [
    "body"
  ],
  "properties": {
    "body": {
      "type": "object",
      "$schema": "https://json-schema.org/draft/2020-12/schema",
      "required": [
        "prompt"
      ],
      "~standard": {
        "vendor": "zod",
        "version": 1,
        "jsonSchema": {}
      },
      "properties": {
        "urls": {
          "type": "array",
          "items": {
            "type": "string",
            "format": "uri"
          },
          "maxItems": 50,
          "description": "Constrain the agent to these URLs."
        },
        "prompt": {
          "type": "string",
          "examples": [
            "Find the pricing tiers and per-seat cost on acme.com"
          ],
          "maxLength": 10000,
          "minLength": 1,
          "description": "What data to find and extract."
        },
        "schema": {
          "type": "object",
          "description": "JSON Schema to shape the extracted data.",
          "propertyNames": {
            "type": "string"
          },
          "additionalProperties": {}
        },
        "maxCredits": {
          "type": "integer",
          "default": 100,
          "maximum": 2500,
          "minimum": 1,
          "description": "Maximum provider credits the agent may spend on this task."
        },
        "strictConstrainToURLs": {
          "type": "boolean"
        }
      },
      "description": "Autonomous multi-page research into schema-shaped JSON",
      "additionalProperties": false
    }
  },
  "additionalProperties": false
}

Result schema

Output fields have not been documented yet.

Compare product details
Find [the prices and delivery times] from [these product page links].
Get connected
Find a store policy
Find [this store's return policy] on [the store website link].
Tell me what to find, such as [prices and delivery times on these product pages]. Add [up to 50 webpage links] to limit the search; otherwise it may use public webpages. It cannot open pages that require a login.
Look up museum information
Find [the address and opening hours] from [the museum's official webpage link].

You receive

Start with your task

Inputs & outputs

Input schema

Result schema

Compare product details

Find a store policy

Look up museum information