TikTok Shop Reviews Scraper

🚀 TikTok Shop Reviews Scraper

Turn TikTok Shop product links into structured review data. The TikTok Shop Reviews Scraper collects customer reviews for any product on the US storefront — star rating, review text, date, purchased variant, photos and verified-purchase flags — plus a rating summary per product. Built for product research, review monitoring, sentiment analysis and competitor tracking.

✨ Features

• ⭐ Full review records: rating, text, review date, purchased variant (color, size, flavor), verified-purchase and incentivized flags, reviewer country, masked reviewer name and review photos.
• 📊 Rating summary per product: total review count, average rating and the 1–5 star breakdown.
• 🔗 URLs or IDs: paste product pages (shop.tiktok.com/us/pdp/…, www.tiktok.com/shop/pdp/…, …/view/product/…) or bare product IDs, in any mix.
• 🎚️ Sort and filter: most recent or recommended order; all reviews, a single star rating, reviews with photos or videos, or verified purchases only.
• 📚 Deep collection: TikTok Shop serves up to 3,000 reviews per sort and filter. Ask for more and the Actor combines several passes — typically 7,000–8,000 unique reviews on the largest products.
• 🧾 Honest coverage numbers: every product row reports how many reviews TikTok Shop states and how many were actually returned, so you always know what you got.
• ⚡ Fast: thousands of reviews per minute, many products in one run.

🛠️ How It Works

1. Add products – paste TikTok Shop US product URLs or product IDs.
2. Set the limit – choose how many reviews you want per product, the sort order and an optional filter.
3. Run – get one row per review and one summary row per product, ready to export as JSON, CSV or Excel or to pull through the API.

⚙️ Input

Field	Description	Default
productUrls	TikTok Shop US product URLs or product IDs	—
maxReviewsPerProduct	Maximum reviews to return for each product	100
sortBy	recent or recommended	recent
reviewFilter	all, 5_stars … 1_star, with_media, verified_purchase	all
proxyConfiguration	Proxy settings; pinned to the United States when no country is chosen	Apify Proxy

{
    "productUrls": ["https://shop.tiktok.com/us/pdp/x/1729587769570529799", "1731726912824578262"],
    "maxReviewsPerProduct": 200,
    "sortBy": "recent",
    "reviewFilter": "all"
}

📊 Sample Output Data

Rows have a type: review for each review and product for the per-product summary.

[
    {
        "type": "review",
        "productId": "1729587769570529799",
        "productName": "3 Bottles of Goli Ashwagandha & Vitamin D Gummy - Mixed Berry, KSM-66, Vegan, Plant Based, Non-GMO, Gluten & Gelatin Free",
        "productUrl": "https://shop.tiktok.com/us/pdp/x/1729587769570529799",
        "reviewId": "7661003044570531597",
        "rating": 5,
        "text": "Son muy buenas las recomiendo demasiado 👌",
        "reviewedAt": "2026-07-10T14:44:51.705Z",
        "verifiedPurchase": true,
        "incentivized": false,
        "variant": "Default",
        "skuId": "1729587788239049223",
        "country": "US",
        "reviewerName": "G**a",
        "images": [
            "https://p16-oec-general-useast5.ttcdn-us.com/tos-useast5-i-omjb5zjo8w-tx/1b4d24bb37e043f6994e1eb8a9e163a0~tplv-fhlh96nyum-crop-webp:300:300.webp"
        ],
        "scrapedAt": "2026-09-20T11:41:34.396Z"
    },
    {
        "type": "product",
        "productId": "1729587769570529799",
        "productName": "3 Bottles of Goli Ashwagandha & Vitamin D Gummy - Mixed Berry, KSM-66, Vegan, Plant Based, Non-GMO, Gluten & Gelatin Free",
        "productUrl": "https://shop.tiktok.com/us/pdp/x/1729587769570529799",
        "status": "ok",
        "totalReviews": 71750,
        "ratingAverage": 4.67,
        "ratingHistogram": { "1": 3259, "2": 764, "3": 1816, "4": 4665, "5": 61246 },
        "matchingReviews": 71750,
        "returnedReviews": 200,
        "scrapedAt": "2026-09-20T11:41:34.396Z"
    }
]

💰 Pricing

Pay only for what you collect — no monthly rental.

Event	Price
Review	$0.0015 per review ($1.50 per 1,000)
Product rating summary	$0.002 per product with reviews
Actor start	$0.00005 per run

Products without reviews (or not listed on the US storefront) return a no_reviews row and are free. 1,000 reviews across 10 products cost $1.52.

ℹ️ Good to Know

• US storefront only. Links to other regional storefronts are skipped with a warning.
• Stated totals vs. returned reviews. The review count TikTok Shop displays can be higher than the number of reviews it actually serves. totalReviews / matchingReviews are the stated numbers; returnedReviews is what you received.
• Reviewer privacy. Reviewer names arrive masked by TikTok Shop (for example G**a); account identifiers and avatars are not collected.
• Photo links are TikTok's own image URLs and may expire over time — download them soon after the run if you need the files.
• Rating-only reviews have text: null.

🔗 Related

Need the product itself — price, variants, stock, sold count and seller? Use the TikTok Shop Product Scraper.

Understand what buyers really say with the TikTok Shop Reviews Scraper today! 🚀