Find every entity that matches a description

Run job:research.findall through the looot API: 1 provider, from $0.25 per call. Inputs, prices, output shape and code for curl, JavaScript and Python.

Find every entity that matches a description.

Job id research.findall, in Web search & research (Research agents). As of 2026-10-01, 1 provider serve it through 1 tool. Run job:research.findall and looot picks one of them; with fallback on, a miss moves on to the next. See Jobs.

Inputs

This job has one tool, so it takes that tool’s fields. Any key you send passes through unchanged.

Name	Type	Required	Description
`entity_type`	string	yes	Type of the entity for the FindAll run.
`exclude_list`	string	no	List of entity names/IDs to exclude from results. At most 10,000 entries are allowed.
`generator`	string	yes	Generator for the FindAll run. One of base, core, pro, preview.
`match_conditions`	array	yes	List of match conditions for the FindAll run.
`match_limit`	integer	yes	Maximum number of matches to find for this FindAll run. Must be between 5 and 1000 (inclusive). May return fewer results.
`memory_scope_key`	string	no	User-provided key identifying the memory scope to use. Omit to use personal memory, if available.
`metadata`	string	no	Metadata for the FindAll run.
`objective`	string	yes	Natural language objective of the FindAll run.
`webhook`	string	no	Webhook for the FindAll run.

Providers and prices

Provider	Tool	Price
Parallel	`parallel-v1beta-findall-runs`	$0.25 per call

A call that fails at the provider costs $0. See What’s free.

Output

The run’s result holds the provider’s answer. Signed in, looot inspect parallel-v1beta-findall-runs prints its fields.

Run it

Every call needs your API token in LOOOT_TOKEN; Sign in shows how to get one. Each run also needs a new idempotency key, so a retry never pays twice. With wait: 30 the answer comes back inline when the run ends within 30 seconds. Otherwise you get the running run back: poll GET /v1/runs/<runId>.

Example input with placeholder values:

curl -X POST "https://api.looot.ai/v1/runs" \
  -H "Authorization: Bearer $LOOOT_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Idempotency-Key: $(uuidgen)" \
  -d '{"endpointId":"job:research.findall","input":{"objective":"<objective>","entity_type":"<entity_type>","match_conditions":[],"generator":"<generator>","match_limit":1},"wait":30}'

const response = await fetch("https://api.looot.ai/v1/runs", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${process.env.LOOOT_TOKEN}`,
    "Content-Type": "application/json",
    "Idempotency-Key": crypto.randomUUID(),
  },
  body: JSON.stringify({
    endpointId: "job:research.findall",
    input: {
      objective: "<objective>",
      entity_type: "<entity_type>",
      match_conditions: [],
      generator: "<generator>",
      match_limit: 1,
    },
    wait: 30,
  }),
});
const run = await response.json();
console.log(run.status, run.result);

import os
import uuid

import requests

response = requests.post(
    "https://api.looot.ai/v1/runs",
    headers={
        "Authorization": f"Bearer {os.environ['LOOOT_TOKEN']}",
        "Idempotency-Key": str(uuid.uuid4()),
    },
    json={
        "endpointId": "job:research.findall",
        "input": {
            "objective": "<objective>",
            "entity_type": "<entity_type>",
            "match_conditions": [],
            "generator": "<generator>",
            "match_limit": 1,
        },
        "wait": 30,
    },
    timeout=90,
)
run = response.json()
print(run["status"], run.get("result"))

To pin one provider, send its tool id as endpointId instead of job:research.findall.