Now Available

Turn messy chats into
structured clarity

Detect every thread in your chat exports. Get structured metadata, searchable archives, and one-click AI analysis.

Start free → How it works
Offline processing Your data stays local No message limits
ThreadClarity transforms messy conversations into structured, actionable intelligence
How It Works

Four steps to clarity

From raw chat export to structured, searchable knowledge in minutes.

1

Import

Drop your Telegram export — JSON, HTML, or ZIP. No conversion needed.

2

Detect

Smart algorithms trace reply chains, topics, and time gaps to find every thread.

3

Analyze

One-click AI analysis — summaries, action items, FAQs from any thread.

4

Export

Markdown, CSV, DOCX, XLSX — plus a portable viewer you can share.

The Import Experience

Drop your archive. Watch it organize itself.

Point ThreadClarity at any Telegram export folder or ZIP file. Previous jobs are saved — resume where you left off. Real processing stats, not generic progress bars.

Folder Path ZIP Upload Job History Background Processing
ThreadClarity import interface showing folder path input, validation, and previous job history
ThreadClarity thread viewer showing 375 detected threads with search, filtering, and participant details
Thread Intelligence

375 threads. Found in seconds. Searchable forever.

Every conversation separated. Filter by poster, sort by date or message count, search across all threads. Click any thread to see participants, metadata, and message count at a glance.

Full-Text Search Filter by Poster Rename & Exclude Thread Preview
Core Features

Detect. Structure. Understand.

Smart Thread Detection

Reply chain tracing, topic clustering, and time-gap analysis. Every conversation boundary found automatically — deterministic results.

thread_id: 47  |  msgs: 23  |  participants: 6

One-Click AI Analysis

Summaries, action items, FAQs — six presets plus custom prompts. Thread context included automatically.

Drag & Drop Import

JSON, HTML, or ZIP. No format conversion needed.

Search Everything

Titles, content, sender names — find any conversation instantly.

Multi-Format Export

Markdown, CSV, DOCX, XLSX. Your threads, your format.

Portable Viewer

Every export includes a self-contained viewer. Open anywhere — offline, no server, no installation.

Completely Private

All processing on your machine. No uploads, no telemetry, no third-party servers.

Abstract visualization of conversation threads being organized
AI Intelligence

One click from thread to structured output

Select a thread. Pick an analysis mode. Get structured, actionable output — not a generic summary, real operational intelligence.

Executive Summary

Key points, decisions, and outcomes in 30 seconds

Action Items

Every task, owner, and deadline — extracted

FAQ Builder

Turn real questions into a reusable FAQ

Knowledge Extract

Capture facts, insights, and learnings worth keeping

Sentiment & Alignment

Map opinions, disagreements, and group alignment
AI Analysis — Executive Summary
THREAD "Q4 Marketing Budget Review"
MSGS 47 │ PEOPLE 6 │ PERIOD Oct 12–14
───────────────────────────────

▸ SUMMARY
Team agreed to increase digital ad spend
by 30% and shift print budget to content
marketing. Finance approval pending Friday.

▸ ACTION ITEMS
Sarah → Revised budget deck by Wed
Mike → 3 vendor proposals for content
Priya → Schedule finance review call

▸ OPEN QUESTIONS
• Agency contract renewal timeline?
• ROI benchmarks for new channels?

Analysis complete.
Who It's For

Built for teams that run on chat

If decisions happen in group conversations, they deserve structure.

Community Teams

Thousands of messages. Zero structure.

Active communities generate volumes that bury important discussions within hours.

With ThreadClarity → Every discussion separated, titled, searchable. A living archive.
Support

Repeated questions nobody can find answers to.

Workarounds and solutions buried in thousands of messages nobody scrolls back through.

With ThreadClarity → Auto-extracted Q&A threads. AI-generated FAQs.
Operations

Decisions made in chat. Never documented.

Operational decisions happen fast — then disappear. When disputes arise, there's no record.

With ThreadClarity → Auditable records. Action items attributed to people.
Founders

"We discussed this" deserves a real answer.

Strategy discussions, product debates — all in chat. Revisiting them later? Good luck.

With ThreadClarity → Monthly exports build a decision history. Searchable forever.
Pricing

Simple, honest pricing

Every plan includes full thread detection and the built-in viewer.

Starter
Free
For individuals exploring their first exports.
  • 3 exports per month
  • Full thread detection
  • Built-in viewer
  • Markdown & CSV
  • AI analysis presets
Get started free
Pro
$12/mo
For managers processing exports regularly.
  • Unlimited exports
  • Everything in Starter
  • DOCX & XLSX formats
  • Priority processing
  • Email support
Start pro trial →
Business
$29/mo
For teams processing archives at scale.
  • Everything in Pro
  • Team access (5 seats)
  • API access
  • Custom export templates
  • Dedicated support
Contact sales

Questions & answers

Telegram Desktop JSON exports and HTML exports. Upload individual files or ZIP archives.
Currently, yes. WhatsApp, Discord, and Slack exports are on the roadmap.
Yes. Background job queue with real-time progress. Archives with 50,000+ messages fully supported.
Three methods: reply chain tracing, topic-based clustering, and time-gap analysis. Deterministic — no AI hallucinations on your data structure.
All processing happens locally. Chat data is never uploaded. No telemetry, no data collection, no third-party access.

Your conversations
are an asset. Treat them like one.

Process your first archive free. See every thread, every participant, every decision.

Start free today → Talk to us