WhatsApp Analysis Goals: Which to Use

You uploaded a WhatsApp export. Now what do you ask the AI?

The prompt you choose determines the quality of the output. A vague "summarize this" produces a vague summary. A specific goal produces actionable results.

Here is a library of proven prompts for different WhatsApp recap scenarios.

How prompts work in ThreadRecap

ThreadRecap uses goal-based analysis. Instead of writing free-form prompts, you select a goal (Summary, Action Items, Meeting Recap, etc.) and the system builds the right prompt for your chat.

But understanding what each goal does — and when to use it — helps you get better results.

General summary prompts

Goal: Summary

Best for: Getting a quick overview of any conversation.

What it produces:

• Key topics discussed
• Important decisions
• Notable moments
• Overall tone and trajectory

Use this when you just need to catch up on a chat you have been ignoring.

Action item extraction

Goal: Action Items

Best for: Work chats where people make commitments.

What it produces:

• Who committed to what
• Deadlines mentioned
• Dependencies between tasks
• Items that are still unresolved

Use this after a planning conversation or project discussion.

Meeting recap

Goal: Meeting Recap

Best for: Work group chats that function as informal meetings.

What it produces:

• Attendees (based on who spoke)
• Agenda items (inferred from topics)
• Decisions made
• Action items with owners
• Open questions

Use this to turn a messy group chat into professional minutes.

Decisions and agreements

Goal: Decisions

Best for: Long threads where agreements get buried.

What it produces:

• Every decision identified with context
• Who agreed to what
• Conditions or caveats mentioned
• Unresolved disagreements

Use this before a follow-up meeting to review what was already decided.

Topic extraction

Goal: Topics

Best for: Long chats that cover many subjects.

What it produces:

• Distinct topics identified
• Key points per topic
• Participants involved in each topic
• Resolution status

Use this when a 500-message chat covered everything from logistics to strategy.

Choosing the right goal

Tips for better results

Use date ranges

If the chat spans months, narrow the date range to the period you care about. A focused input produces a focused output.

Filter participants in group chats

In large group chats, select only the key participants. This removes noise and focuses the analysis on the people who matter for your purpose.

Include voice notes

Voice notes often contain the most important information — the decisions, the detailed explanations, the emotional context. Always include media in your export if voice notes are part of the conversation.

Run multiple goals

You can analyze the same chat with different goals. Run a Summary first to get the overview, then Action Items to extract tasks, then Decisions to log agreements.

When free-form prompts make sense

ThreadRecap's goal system handles most use cases. But if you need something very specific — like "extract all mentions of the Q3 budget" or "find every time someone mentioned the client deadline" — a general-purpose AI tool with a custom prompt might complement your ThreadRecap analysis.

The difference is that the chat analyzer handles the hard parts (parsing, voice notes, long chats) while you focus on what you want to learn.

Try different goals with your next export