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 Scraper](/how-to/find-tiktok-influencer-emails/) [ ### How 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 Scraper](/how-to/find-tiktok-micro-influencers/) [ ### How 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 Scraper](/how-to/find-tiktok-shop-creators/) [ ### How 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 Scraper](/how-to/export-tiktok-followers/) [ ### How 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 Scraper](/how-to/export-tiktok-comments/) [ ### How 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 Comparison](/how-to/calculate-tiktok-engagement-rate/) [ ### How 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 Metrics](/how-to/track-tiktok-video-views/) [ ### How 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 Videos](/how-to/export-all-videos-from-tiktok-account/) [ ### How 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 Search](/how-to/find-trending-tiktok-videos/) [ ### How 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 Pro](/how-to/scrape-tiktok-hashtag/) [ ### How 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 Scraper](/how-to/scrape-douyin-videos/) [ ### How 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 Scraper](/how-to/scrape-tiktok-profiles-in-bulk/) [ ### How 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 Pro](/how-to/scrape-tiktok-without-api/) ## Video 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 Scraper](/how-to/get-tiktok-video-transcript/) [ ### How 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 Scraper](/how-to/transcribe-instagram-reels/) [ ### How 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 Scraper](/how-to/download-youtube-transcripts-in-bulk/) [ ### How 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 Scraper](/how-to/transcribe-twitter-x-video/) [ ### How 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 Extractor](/how-to/get-recipe-from-tiktok-video/) [ ### How 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 Scraper](/how-to/get-tiktok-transcripts-with-an-api/) [ ### How 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 Scraper](/how-to/get-instagram-video-transcripts-with-an-api/) [ ### How 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 Scraper](/how-to/use-a-video-transcript-api-in-python/) ## YouTube [ ### 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 Finder](/how-to/find-youtube-channel-email/) [ ### How 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 Finder](/how-to/find-youtube-influencers-by-niche/) [ ### How 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 Finder](/how-to/scrape-youtube-shorts-data/) ## Reddit, 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 Scraper](/how-to/scrape-reddit-without-api/) [ ### How 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 Scraper](/how-to/find-customer-pain-points-on-reddit/) [ ### How 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 Scraper](/how-to/search-threads-posts/) [ ### How 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 Scraper](/how-to/get-emails-from-facebook-pages/) ## Ecommerce 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 Scraper](/how-to/track-amazon-prices/) [ ### How 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 Scraper](/how-to/compare-coles-woolworths-aldi-prices/) [ ### How 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 Scraper](/how-to/see-competitor-ads-google-meta/) [ ### How 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 Scraper](/how-to/check-website-traffic/) ## AI 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 Scraper](/how-to/check-if-chatgpt-mentions-your-brand/) [ ### How 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 & RAG](/how-to/crawl-website-for-ai-chatbot/) [ ### How 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. TikTok Profile Scraper](/how-to/use-scraper-mcp-server-in-claude/) ## Missing a guide? Tell us what you are trying to collect. We write the guide, or build the actor. [Contact the team](/contact/)