Scrape Creators API / Product Reviews

ScrapeCreators tool scrapecreators-tiktok-shop-product-reviews on looot: input fields, $0.00188 per call, output shape, and code to run it with curl, JavaScript or Python.

Fetches customer reviews for a TikTok Shop product by URL or product_id. Returns product_reviews, an array of review objects each with rating, display_text, review_timestamp_fmt, review_user (name, avatar), and sku_specification (variant purchased); also returns total_reviews count and rating_distribution. Paginate with page. Send one of: product_id, url.

Tool id: scrapecreators-tiktok-shop-product-reviews
Provider: ScrapeCreators
Job: Read the reviews on a TikTok Shop product (tiktok-shop.product.reviews)
Price: $0.00188 per call. A call that fails at the provider costs $0.

Inputs

Name	Type	Required	Description
`page`	number	no	Example: “1”
`product_id`	string	no
`region`	string	no	Example: “US”
`url`	string	no

Output

The run’s result holds the provider’s answer. Signed in, looot inspect scrapecreators-tiktok-shop-product-reviews 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":"scrapecreators-tiktok-shop-product-reviews","input":{"url":"<url>","page":"1","region":"US","product_id":"<product_id>"},"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: "scrapecreators-tiktok-shop-product-reviews",
    input: {
      url: "<url>",
      page: "1",
      region: "US",
      product_id: "<product_id>",
    },
    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": "scrapecreators-tiktok-shop-product-reviews",
        "input": {
            "url": "<url>",
            "page": "1",
            "region": "US",
            "product_id": "<product_id>",
        },
        "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:tiktok-shop.product.reviews as endpointId; see the job page.