TikTok · Comments

TikTok Shop Product Reviews Scraper API

The TikTok Shop Product Reviews endpoint is one API call: send either a URL or a product ID with your HProxy key and get back a clean, structured JSON object. Pull the reviews on any TikTok Shop product, page by page, with star rating, review text, reviewer and date. HProxy runs the proxies, sessions, anti-bot handling and parsing server-side, so there is no headless browser to babysit and no parser to keep fixing when TikTok changes its markup. You only ever touch the JSON. Longer result sets come back page by page with a cursor, so you can walk the whole set without holding it in memory.
Get your API keyTikTok API reference
  • 0.15¢ per call
  • $1.49 per 1,000
  • Takes either a URL or a product ID
  • Errors and timeouts are not charged

On TikTok

Profiles2Posts and media5Transcripts1Comments3Search and trends5Shopping4Followers and audience3

Comments

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The call

One GET, and the shop product reviews comes back as JSON.

Your key goes in one header. 1 required parameter, and the answer is the object below it.

The full reference
curl "https://hproxy.com/api/v1/scrape/tiktok/shop-product-reviews?url=https%3A%2F%2Fwww.tiktok.com%2F%40tiktok%2Fvideo%2F7106594312292453675" \
  -H "X-API-Key: hpx_your_key_here"
Response200 OK · JSON
{
  "rating": 4.6,
  "ratingBreakdown": { "5": 812, "4": 204, "3": 41, "2": 12, "1": 9 },
  "reviews": [
    { "rating": 5, "title": "Exactly as described", "body": "Shipped fast, fits well.",
      "reviewer": "J. M.", "verified": true, "createdAt": "2026-07-02" }
  ]
}

What comes back

The TikTok shop product reviews object.

reviews[]
Each review with rating, title, body and date.
rating
Average star rating across all reviews.
ratingBreakdown
How many reviews sit at each star level.
reviewer
Reviewer name and verified-purchase flag where shown.

What it takes

Parameters.

Send any one of url, product_id. url or product_id required

urlurlhttps://www.tiktok.com/@tiktok/video/7106594312292453675

Target URL (profile, post or video).

product_idstring1234567890

Identifier from a previous response.

regionstringUS

Two-letter region/country code, e.g. US.

pageinteger0

Pagination token from the previous response.

How it works

Scraping TikTok shop product reviews, in three steps.

You write one line. Proxies, anti-bot walls, rendering and parsing happen on our side.

Create a free accountEvery TikTok endpoint
  1. 1

    Create a free account

    Sign up and top up any amount. The balance pays for every HProxy product.
  2. 2

    Grab your API key

    One key from the dashboard authenticates every scraper.
  3. 3

    Call the endpoint

    Send the GET you need and read the JSON. That is the entire integration.

What people build with it

Where the TikTok shop product reviews endpoint earns its keep.

  • Mine TikTok reviews for the complaints that repeat.
  • Track rating drift on a product over time.
  • Compare review sentiment against a competitor's listing.

TikTok shop product reviews questions

Answered before you ask.

The reference

Send one authenticated HTTPS request to the TikTok Shop Product Reviews endpoint with either a URL or a product ID and your HProxy API key. Pull the reviews on any TikTok Shop product, page by page, with star rating, review text, reviewer and date. No proxies, no headless browser and no parsing on your side. The response is ready-to-use JSON.

This endpoint is 0.15¢ per successful call, which is $1.49 per 1,000. It bills from your HProxy balance with no subscription and no monthly minimum. Errors are retried and never charged; a lookup whose target does not exist counts as a call.

No. Every call runs on HProxy's own residential network behind the scenes, so requests look like real users. The proxy layer is already included in the per-call price.

A structured JSON object with the full shop product reviews data TikTok exposes publicly. See the fields listed above. The schema is consistent across calls, so you integrate once and rely on it.

Yes. The response carries a cursor; pass it back on the next call to continue from where you stopped. Each page is one billable call, so you only pay for the depth you actually pull.

The API only accesses publicly available TikTok data, the same pages anyone can open in a browser. You are responsible for using the data in line with applicable laws and TikTok's terms for your use case.

Docs and AI

Connect your scraper to an AI, any time.

The whole Scraper API is published as markdown, so an assistant reads every endpoint, every parameter and a real response without a key and writes your integration. And because a scrape is one GET that answers in JSON, an agent can run the scraper itself, on its own schedule, with your key.

Read the scraper docsSet up your assistant

Claude, ChatGPT, Cursor, Gemini, Copilot, Windsurf, Perplexity, Ollama and any assistant that speaks MCP.

The API as markdown

Paste /llms/scraper-api.txt into Claude, ChatGPT, Cursor or Copilot: every endpoint and the whole catalog, in one file. No key and no account to read it.

Open the markdown

An agent can call it

One GET with your key returns structured JSON, so an agent scrapes on its own schedule. No browser to drive, no parser to keep alive between runs.

See the endpoints

MCP server and CLI

Built by us for the free tools and hosted at mcp.hproxy.com: the proxy list, the checker and the IP lookup as tools in Claude, ChatGPT, Cursor or any assistant that speaks MCP. Nothing to install, no key.

Add it to your assistant

API docs

Every scraper endpoint documented end to end, with the parameters it takes and the response it really returns.

Read the docs

Comments elsewhere

The same data on 4 other platforms.

One key, one JSON shape, one balance. Move sideways without learning a second API.

Comment Scraper API
Facebook Post Comments17 endpoints on FacebookYouTube Video Comments13 endpoints on YouTubeInstagram Post Comments11 endpoints on InstagramReddit Post Comments5 endpoints on Reddit

More from TikTok

23 TikTok endpoints, one key.

The TikTok catalog
TikTok Video CommentsCommentsTikTok Comment RepliesCommentsTikTok ProfileProfilesTikTok Profile RegionProfilesTikTok User Audience DemographicsFollowers and audienceTikTok VideoPosts and mediaTikTok Video TranscriptTranscriptsTikTok Profile VideosPosts and mediaTikTok Live StatusPosts and media

Every platform

The same key works on all 23.

The whole catalog

More on the TikTok Shop Product Reviews API

What the TikTok Shop Product Reviews endpoint returns

Pull the reviews on any TikTok Shop product, page by page, with star rating, review text, reviewer and date. The JSON object carries reviews[], rating, ratingBreakdown and reviewer. Nothing is summarised away on our side, so what you read in the response is what the TikTok shop product reviews page itself holds.

What you send to the TikTok Shop Product Reviews API

The call takes either a URL or a product ID, and any one of url and product_id satisfies it. Optional: url, product_id, region and page. Your key travels in the X-API-Key header, the response is JSON, and the call is billed at 0.15¢, $1.49 per 1,000.

Comments on other platforms

The same comments data is available on 4 other platforms: Facebook Post Comments, YouTube Video Comments, Instagram Post Comments and Reddit Post Comments. They share this endpoint's JSON shape, its per-call billing and your one API key, so moving from TikTok to another network is a change of URL rather than a second integration.

Is scraping TikTok shop product reviews allowed?

The endpoint reads publicly available TikTok data, the same pages anyone can open in a browser without logging in. It does not touch private accounts or anything behind a password. How you then use the data is yours to keep lawful, under the rules that apply to you and to TikTok.

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