How To
Short guides for real data jobs.
Each guide answers one question: the fastest way to do it, a real use case, the exact input to paste, what comes back, and what it costs.
TikTok
How to find TikTok influencer emails
Find the contact email of TikTok creators in bulk, from handles or a niche keyword, including emails hidden behind link-in-bio pages.
TikTok Profile ScraperHow to find micro influencers on TikTok
Build a list of TikTok micro influencers (10k to 100k followers) in any niche and language, with engagement and contact details.
TikTok Profile ScraperHow to find TikTok Shop affiliate creators
Find TikTok creators who already sell through TikTok Shop, so you can recruit affiliates who know how to sell your product.
TikTok Profile ScraperHow to export TikTok followers to CSV
Export the follower list of any public TikTok account to CSV or Excel, with username, bio and follower count for each follower.
TikTok Followers ScraperHow to export TikTok comments to Excel
Download every comment and reply from TikTok videos into Excel or CSV, with likes, reply counts and timestamps.
TikTok Comments ScraperHow to calculate TikTok engagement rate
Calculate the real TikTok engagement rate of any creator from their recent videos, and compare several creators side by side.
TikTok Creator ComparisonHow to track TikTok video views over time
Track views, likes, comments, shares and saves of TikTok videos on a schedule, for campaign reporting or creator payouts.
TikTok Video MetricsHow to export all videos from a TikTok account
Export every public video from a TikTok profile to CSV: caption, hashtags, sound, views, likes and post date.
TikTok Profile VideosHow to find trending TikTok videos by keyword
Find the most viewed TikTok videos for any keyword in the last 7 or 30 days, filtered by views, likes and length.
TikTok Keyword Video SearchHow to scrape TikTok hashtag videos
Scrape videos from any TikTok hashtag with views, likes, creator and optional comments, sorted and filtered by date.
TikTok Scraper ProHow to scrape Douyin videos without login
Scrape Douyin (Chinese TikTok) videos, profiles and comments by keyword without a login, with no-watermark video links.
Douyin ScraperHow to scrape TikTok profiles in bulk
Scrape followers, likes, bio, links and emails for a list of TikTok profiles at once, exported to CSV or JSON.
TikTok Profile ScraperHow to scrape TikTok without the API
Scrape TikTok profiles, videos, comments, followers and hashtags without the official API, and pick the right tool per job.
TikTok Scraper ProVideo transcripts
How to get the transcript of a TikTok video
Get the transcript of any TikTok video, or every recent video from a creator, as text with timestamps or SRT subtitles.
TikTok Transcript ScraperHow to transcribe Instagram Reels to text
Turn Instagram Reels into text with timestamps, for one Reel or a whole profile, without downloading the videos.
Instagram Transcript ScraperHow to download YouTube transcripts in bulk
Download transcripts for hundreds of YouTube videos or a whole channel at once, without an API key or IP blocks.
Video Transcript ScraperHow to transcribe a Twitter (X) video
Get the transcript of any video posted on X (Twitter) from its post URL, as plain text or timestamped segments.
Video Transcript ScraperHow to get a recipe from a TikTok video
Turn a TikTok, Instagram or YouTube cooking video into a written recipe with ingredients, amounts and steps.
Recipe ExtractorHow to get TikTok transcripts with an API
Call a TikTok transcript API from Python or any language: send video URLs, get text and timestamps back as JSON.
TikTok Transcript ScraperHow to get Instagram video transcripts with an API
Use an Instagram video transcript API to turn Reels into text from your code, with timestamps, in one HTTP request.
Instagram Transcript ScraperHow to use a video transcript API in Python
One transcript API for TikTok, Instagram, YouTube and X videos. Python example, JSON output, no platform keys.
Video Transcript ScraperYouTube
How to find a YouTube channel's email
Extract YouTube channel emails in bulk: business emails from the description, links and channel website, exported to CSV.
YouTube Shorts & Channel Email FinderHow to find YouTube influencers in your niche
Find YouTube creators in any niche by keyword, with subscriber counts, recent views and business emails.
YouTube Shorts & Channel Email FinderHow to scrape YouTube Shorts views and likes
Export views, likes, comments, tags and exact publish dates for YouTube Shorts from any channel or search.
YouTube Shorts & Channel Email FinderReddit, Threads and Facebook
How to scrape Reddit without the API
Scrape Reddit posts and comments from subreddits, searches and users without API keys, login or rate-limit headaches.
Reddit ScraperHow to find customer pain points on Reddit
Use Reddit to find what customers complain about and ask for in your market, with keyword filters and AI tags.
Reddit ScraperHow to search and export Threads posts
Search Threads posts by keyword or hashtag and export them with likes, replies, reposts and author, no login.
Threads Search ScraperHow to get emails from Facebook Pages
Extract emails, phone numbers and addresses from public Facebook business Pages in bulk, including emails from their websites.
Facebook Pages Email ScraperEcommerce and competitors
How to track Amazon prices automatically
Track Amazon prices, stock and ratings for a list of ASINs every day, and get the data in a spreadsheet.
Amazon Product ScraperHow to compare Coles, Woolworths and ALDI prices
Compare grocery prices and specials across Coles, Woolworths and ALDI in one dataset, with unit prices.
Coles, Woolworths & ALDI ScraperHow to see your competitors' Google and Meta ads
See every Google and Meta (Facebook, Instagram) ad a competitor runs, with copy, images, dates and platforms.
Ads Transparency ScraperHow to check website traffic for many sites at once
Check the traffic of many websites at once: monthly visits, rank, sources, countries and keywords for a list of domains, exported to CSV or Excel.
Similarweb ScraperAI and SEO
How to check if ChatGPT mentions your brand
Check whether ChatGPT, Gemini and Google AI Overviews mention your brand or competitors, and which sources they cite.
AI Answer ScraperHow to turn a website into data for a chatbot
Crawl a website into clean Markdown and embedding-ready chunks to train or ground a chatbot with RAG.
Web Crawler for LLM & RAGHow to use a scraper MCP server in Claude
Connect a scraper MCP server to Claude Desktop or Cursor and ask for TikTok creators, YouTube emails or video transcripts in chat.
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