skills.rest
tinnlo
tinnloCOMMUNITY
Explore all skills by this author →
GitHub

tiktok-product-scraper

Scrape TikTok Shop product data into structured JSON and Markdown reports.

Updated Aug 23, 2026
Search Tags:#data extraction#TikTok#JSON#video download#n8n#scrape
One-click install
npx skills add https://github.com/tinnlo/lukas_9688 --skill tiktok-product-scraper
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tiktok-product-scraper
Source: https://github.com/tinnlo/lukas_9688/tree/main/.claude/skills/tiktok_product_scraper
Command: npx skills add https://github.com/tinnlo/lukas_9688 --skill tiktok-product-scraper

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This skill automates collecting TikTok Shop product data from multiple sources, producing structured JSON and a human-friendly MD report, and optionally downloading reference videos for deeper analysis.

Core Features & Use Cases

  • Multi-source scraping with auto-fallback: Primary source tabcut.com and a fallback to fastmoss.com when data is incomplete.
  • Output formats: Generates tabcut_data.json (or fastmoss_data.json) and a corresponding tabcut_data.md for review, plus optional video assets in ref_video/.
  • n8n integration: Designed to run as an n8n workflow node with Bash commands to orchestrate steps.
  • Batch and automation: Supports batch processing via CSV and automates JSON-to-MD conversion for review.

Quick Start

  1. Install Python and create a virtual environment, then install dependencies from requirements.txt.
  2. Configure credentials in scripts/config/.env (Tabcut and FastMoss).
  3. Run the scraper for a single product (with optional video downloads):
    • python run_scraper.py --product-id <PRODUCT_ID> --download-videos --output-dir "../product_list/YYYYMMDD"
    • or without --download-videos if only metadata is needed.
  4. Convert the JSON to Markdown for review using the provided helper script:
    • python convert_json_to_md.py <PRODUCT_ID> --date YYYYMMDD

Frequently Asked Questions about tiktok-product-scraper

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I scrape TikTok Shop product data in JSON format?▼

You can scrape TikTok Shop product data into structured JSON by running a Python scraper that pulls from tabcut.com and falls back to fastmoss.com, automatically generating tabcut_data.json.

Can I download TikTok product reference videos during the scraping process?▼

Yes, you can download TikTok product reference videos during scraping by passing the --download-videos flag, which saves video assets directly into a dedicated ref_video directory.

Does this TikTok scraper support batch processing and n8n workflow integration?▼

Yes, this TikTok scraper supports batch product extraction via CSV inputs and seamless n8n workflow integration through deterministic Bash command execution.

What do I need to set up before scraping TikTok Shop product data?▼

Before scraping TikTok Shop product data, you need to install Python, create a virtual environment, install requirements.txt dependencies, and configure credentials in scripts/config/.env.

How do I convert scraped TikTok product JSON data into a readable report?▼

You can convert scraped TikTok product JSON data into a human-readable report by running the convert_json_to_md.py helper script, which generates a corresponding Markdown file.

What happens if the primary TikTok data source fails to return complete product details?▼

If the primary TikTok data source fails to return complete product details, the scraper automatically triggers a fallback from tabcut.com to fastmoss.com to ensure continuous data extraction.

Related Skills

Explore More Data & Analytics Skills→
wildwasserwildwasser
35

python-venv

Create and manage Python virtual environments and dependencies from requirements files.

Community
Intermediate
IndianBoy42IndianBoy42

paper-extraction

Extract structured equations, sections, references, and figures from academic PDFs into Markdown or data.

Community
Intermediate
pradyumnasagarpradyumnasagar
6

agent-handoff

Automate inter-skill data transfer and provenance capture via JSON Material Passports.

Community
Advanced
wulaosijiwulaosiji
28

bright-data

Scrape social media profiles, posts, comments, and engagement metrics via the Bright Data API.

Community
Intermediate