You can access the TikTok Viral Product & Hashtag Signal Intelligence 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    "currentItems": [
10        {
11            "id": "v1",
12            "author": "shopcreator1",
13            "text": "portable blender morning routine #blender #tiktokmademebuyit",
14            "views": 1200000,
15            "likes": 96000,
16            "comments": 3100,
17            "shares": 22000,
18            "hashtags": [
19                "blender",
20                "tiktokmademebuyit",
21            ],
22        },
23        {
24            "id": "v2",
25            "author": "shopcreator2",
26            "text": "desk lamp setup #desksetup #lamp",
27            "views": 340000,
28            "likes": 18000,
29            "comments": 700,
30            "shares": 3100,
31            "hashtags": [
32                "desksetup",
33                "lamp",
34            ],
35        },
36    ],
37    "previousItems": [{
38            "id": "v1",
39            "author": "shopcreator1",
40            "text": "portable blender morning routine #blender #tiktokmademebuyit",
41            "views": 520000,
42            "likes": 39000,
43            "comments": 1600,
44            "shares": 8000,
45            "hashtags": [
46                "blender",
47                "tiktokmademebuyit",
48            ],
49        }],
50}
51
52# Run the Actor and wait for it to finish
53run = client.actor("quanmatrix/tiktok-product-viral-signal-intelligence").call(run_input=run_input)
54
55# Fetch and print Actor results from the run's dataset (if there are any)
56print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
57for item in client.dataset(run.default_dataset_id).iterate_items():
58    print(item)
59
60# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

TikTok Viral Product & Hashtag Signal Intelligence API in Python

The Apify API client for Python is the official library that allows you to use TikTok Viral Product & Hashtag Signal Intelligence API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

TikTok Viral Product & Hashtag Signal Intelligence API in JavaScript

TikTok Viral Product & Hashtag Signal Intelligence API through CLI

TikTok Viral Product & Hashtag Signal Intelligence OpenAPI definition

TikTok Viral Product & Hashtag Signal Intelligence API

TikTok Shop Scraper [NO COOKIES] ✅

unseenuser/TikTok-Shop-Scraper

Extract product data, reviews, seller info, creator affiliates, and GMV/sales estimates from TikTok Shop at scale. Filter by category, price range, and country (US, UK). Built for dropshippers, e-commerce sellers, and DTC brands hunting trending products before they go viral.

Unseen User

2.1K

5.0

(5)

TikTok Trends Scraper [NO COOKIES] ✅

unseenuser/TikTok-Search-Scraper

Scrape what's trending on TikTok by country: hashtags, sounds, creators, and users. No TikTok account, API key, or login. Built for content strategists, e-commerce brands, and trend researchers who need to spot trends before they peak. Export JSON, CSV, Excel.

Unseen User

222

5.0

(3)

TikTok Ads Scraper — Creative Center Top Ads

khadinakbar/tiktok-ads-scraper

Scrape TikTok Creative Center Top Ads. Get video URLs, brands, CTR tiers, Spark Ads, likes & creative intel $3.00/1K. MCP/API-ready.

Khadin Akbar

235

TikTok Creator & Competitor Intelligence

scrape-lads/tiktok-scraper

Compare TikTok creators with engagement rates, median views, viral outliers, content patterns, posting consistency, comments, and change tracking. Export clean data through API, schedules, JSON, CSV, or Excel.

Scrape Lads

5.0

(2)

Social Content Generator (TikTok, LinkedIn YouTube, Blog)

visita/social-content-generator

Turn global chaos into strategic content. Generate viral TikTok scripts, SEO blog outlines, and LinkedIn thought leadership from real-time intelligence using premium AI models via OpenRouter (GPT-5.1, Claude 4.6, Gemini 3.1).

Visita Intelligence

Tiktok Trend Discovery Scraper

coregent/tiktok-trend-discovery-scraper

TikTok Trend & Discovery Scraper extracts trending TikTok videos, hashtags, creators, and discovery data. Use it to monitor trends, find viral content early, analyze momentum, and power research, alerts, analytics, and AI workflows.

Delowar Munna

Tiktok One Scraper

doliz/tiktok-one-scraper

Scrape TikTok One Top Ads and audience insights. Search ads by brand, product, or creative keyword; analyze ad metrics, creative approaches, and selling points; and discover audience demographics, popular or growing keywords, hashtags, and related videos.

doliz

RedNote Xiaohongshu Scraper — Posts, Comments, Profiles, Video

zhorex/rednote-xiaohongshu-scraper

Scrape RedNote (Xiaohongshu) posts, comments, profiles and video — six modes in one Actor. Chinese social media and user generated content at the source: Chinese reviews, China consumer opinion, china market research and the creator data behind influencer marketing. No login for posts and profiles.

Sami

1.1K

5.0

(2)

Fast TikTok Comments Scraper API - Extract Comments & Replies

apidojo/tiktok-comments-scraper-api

Extract comments, replies, user profiles & engagement data at 1,000 comments/min with a 99% success rate. Transparent pricing from $0.30/1,000 comments, 10 free comments (and 10 free replies) per query, no proxies or login - perfect for sentiment analysis, brand monitoring & social listening.

API Dojo

133

5.0

(6)

TikTok Trends Scraper

automation-lab/tiktok-trends-scraper

Scrape ranked TikTok Creative Center hashtags plus live videos, sounds, and creators surfaced by TikTok Explore, with metrics when TikTok provides them.