AI Blocks › Understand your customers
Chat export need finder
Give it a Telegram group export. Get a ranked list of unmet needs, each backed by real quotes.
Chat export need finder is a free AI skill for the job "Understand your customers". 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 · Level: advanced · Thinking: high
Made by sickn33. See the original on GitHub; we copied it as it is, with its licence.
What it does
Thousands of group messages turn into a ranked list of problems people keep complaining about, with real quotes as proof. It reads a Telegram Desktop export and shows which needs are worth building something for. It reads the file in small chunks, so a multi-gigabyte export will not crash your computer. It looks for phrases in English and Russian such as "I wish", "is there a bot" or "waste of time". Themes rank higher when they appear across several separate chats, because one angry person is a story and many people in many groups is a pattern. Every theme needs two to five exact quotes with date and chat name. Themes without quotes are marked unconfirmed.
You give it
- One or more Telegram result.json exports
- The topic or niche you care about (optional)
- Extra search phrases (optional)
You get
- Ranked unmet needs
- 2 to 5 exact quotes per need with dates
- How many chats each need appears in
- Weak themes marked unconfirmed
Use it when
- You run or study a Telegram community and want to know what members struggle with.
- You hunt for product ideas and want proof that people really ask for them.
- You have exports from several groups and want to compare them.
- Your export file is too big to open in a normal editor.
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 read large files.