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from $3.19 / 1,000 results

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TikTok Shop Review Insights

Try for free

Turn a product's TikTok Shop reviews into one ranked report: the complaints and compliments customers mention most, each with a mention count, share of reviews, and example quotes as evidence. Deterministic keyword and rating analysis, not an AI summary.

Pricing

from $3.19 / 1,000 results

Rating

0.0

(0)

Developer

The Netaji

Actor stats

Bookmarked

Total users

Monthly active users

14 days ago

Last modified

Categories

E-commerce

You can access the TikTok Shop Review Insights programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "product_ids": ["https://shop.tiktok.com/us/pdp/1730927783781307026"],
10    "reviewSampleSize": 100,
11}
12
13# Run the Actor and wait for it to finish
14run = client.actor("thenetaji/tiktok-shop-review-insights").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
18for item in client.dataset(run.default_dataset_id).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

TikTok Shop Review Insights — Ranked Pain Points API in Python

The Apify API client for Python is the official library that allows you to use TikTok Shop Review Insights API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

TikTok Shop Review Insights API in JavaScript

TikTok Shop Review Insights API through CLI

TikTok Shop Review Insights OpenAPI definition

TikTok Shop Review Insights API

TikTok Shop Listing Health Check

thenetaji/tiktok-shop-listing-health

Audit a TikTok Shop product and get one 0-100 health score back, broken into review, content, keyword, competitive, creator, category and shop dimensions — each with a ranked, evidence-backed list of specific fixes. Deterministic scoring, not an AI summary; toggle off any dimension to control cost.

The Netaji

TikTok Shop Reviews Scraper

lurkapi/tiktok-shop-reviews-scraper

Scrape TikTok Shop product reviews by product URL, product ID, or shop URL. Returns review text, rating, date, author, photos, and product context per row.

LurkAPI

TikTok Shop Product Reviews

vistics/tiktok-shop-product-reviews

Scrape TikTok Shop product reviews. Extract star ratings, review text, verified purchase status, reviewer info, and review images from any TikTok Shop product URL. Bulk scraping supported

Ilong Mamman

170

5.0

🛍️ TikTok Shop Data Scraper

scraper-engine/tiktok-shop-data-scraper

🛍️ TikTok Shop Data Scraper (tiktok-shop-data-scraper) extracts product listings, pricing, ratings, and seller details from TikTok Shop. 🚀 Perfect for market research, competitive analysis, and ecommerce insights. ⚡ Fast, reliable, and SEO-ready.

Scraper Engine

TikTok Shop Product Detail Scraper

toolzerhub/tiktok-shop-product-scraper

Fetch a full TikTok Shop product record from a product ID or page URL. Every result carries product info, shop info, a review summary, active vouchers, category data, and shop-performance metrics in one call. Export scraped data, run via API, and monitor TikTok Shop listings.

ToolzerHub

TikTok Shop scraper

jeremy_frost/tiktok-shop-scraper

TikTok Shop scraper – A powerful tool to extract product data from TikTok Shop, including prices, ratings, and sales figures. Automate data collection for analysis and insights!

Jeremy Frost

346

TikTok Shop Scraper

supreme_coder/tiktok-shop-scraper

Search TikTok Shop for products and shops, and scrape full product and shop details.

Supreme Coder

TikTok Shop Seller Products Scraper

toolzerhub/tiktok-shop-seller-products-scraper

Export a TikTok Shop seller's product catalog from a seller ID or shop link. Every row carries price, rating, sold count, brand, variant, and marketing data, with optional full product, shop, and review detail added. Export scraped data, run via API, and monitor a TikTok Shop supplier's catalog.

ToolzerHub

TikTok Shop Product Intelligence API

zentrafoundry/tiktok-shop-product-intelligence-api

Extract public TikTok Shop product, seller, price, rating, sold-count, and category signals for product research.

Zentra

TikTok Shop Data Scraper

devcake/tiktok-shop-data-scraper

Extract TikTok Shop product data instantly - prices, reviews, seller info, and categories. The essential TikTok shop scraper for e-commerce sellers and dropshippers.