TikTok research collector
Give it a hashtag or account. Get public videos, comments and stats. Collects data from websites.
TikTok research collector is a free AI skill for the job "Grow on social". Give the instructions to an AI assistant that supports the required files and tools, then review its output.
Free · No account · CC BY 4.0 licence · Made by sickn33 · Thinking: low
Made by sickn33. See the original on GitHub; we copied it as it is, with its licence.
What it does
Public TikTok videos, comments and stats for a hashtag or account, pulled into a table you can sort. No TikTok login is needed, but the collection runs through a paid Apify scraper, so you need an Apify account and token. The skill picks the right input for your question: profiles, hashtags, search terms, video links, sounds, comments or followers. It sets limits such as the date range, minimum likes and exact tag match, then runs the scraper and returns the data with views, likes and shares. Typical uses are checking the last 20 videos of a creator, finding top videos for a phrase, or exporting a comment thread. It only reads public data.
You give it
- A hashtag, account, search phrase or video link
- Limits: dates, likes, number of results
- An Apify account and token
- Budget for paid results
You get
- A table of videos with stats
- Exported comments (if asked)
- A short read on patterns
- A note on cost and result count
Use it when
- You want to see what is working under a hashtag in your niche.
- You are checking whether a creator's last videos look brand safe.
- You need comments from one video exported for analysis.
- You want a list of top videos for a keyword over the past week.
How to use it
- Add it to your AI once: download it and add the folder to Claude, ChatGPT or Codex as a skill.
- Ask for the job in your own words. Your AI opens the skill when it fits.
- It works best when your AI can run code and use your Apify token.