Cloro / Google AI Overview with the full SERP

Cloro tool cloro-monitor-google-ai-overview on looot: input fields, $0.0056 per call, output shape, and code to run it with curl, JavaScript or Python.

Returns Google’s AI Overview for a keyword from a chosen country, with its cited sources, next to the full parsed SERP (organic results, People Also Ask, related searches, local pack). Cloro bills 7 credits for page 1 (the AI Overview add-on is 2) and 2 more per extra page, up to 25 credits at 10 pages. looot holds the credits for the pages asked at $0.0008 each and settles at the exact charge Cloro reports. A query with no AI Overview still returns the SERP. A failed extraction is not charged.

Tool id: cloro-monitor-google-ai-overview
Provider: Cloro
Job: Ai overview google serp (google.serp.ai-overview)
Price: $0.0056 per call. A call that fails at the provider costs $0.

Inputs

Name	Type	Required	Description
`device`	string	no	Device the search runs from. Defaults to desktop.
`gl`	string	yes	Result geography as an ISO 3166-1 alpha-2 country code. Example: “US”
`hl`	string	no	Interface language as a Google hl code, for example en, de or pt-BR. Overrides the language derived from the country. Example: “en”
`include`	object	yes	Response formats. aioverview is required on this endpoint.
`location`	string	no	Google canonical location name, City,Region,Country. Use with a country for city-level results. Not together with uule. Example: “New York,New York,United States”
`pages`	integer	no	Result pages to scrape, 1 to 10. Each page after the first costs 2 more credits at Cloro.
`query`	string	yes	The keyword to search on Google. Example: “best running shoes”
`uule`	string	no	Pre-encoded Google UULE location string. Not together with location.

Output

The run’s result holds the provider’s answer. Signed in, looot inspect cloro-monitor-google-ai-overview 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":"cloro-monitor-google-ai-overview","input":{"query":"best running shoes","gl":"US","include":{},"hl":"en","location":"New York,New York,United States"},"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: "cloro-monitor-google-ai-overview",
    input: {
      query: "best running shoes",
      gl: "US",
      include: {},
      hl: "en",
      location: "New York,New York,United States",
    },
    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": "cloro-monitor-google-ai-overview",
        "input": {
            "query": "best running shoes",
            "gl": "US",
            "include": {},
            "hl": "en",
            "location": "New York,New York,United States",
        },
        "wait": 30,
    },
    timeout=90,
)
run = response.json()
print(run["status"], run.get("result"))

To let looot pick among every provider of this job instead, send job:google.serp.ai-overview as endpointId; see the job page.