Coming Soon

Turn messy chats into
structured clarity

16,000+ messages processed. 595 threads detected. From raw export to structured knowledge in 3 minutes — fully offline.

Join Waitlist → See How It Works
100% offline processing Your data stays local No message limits 4 export formats
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

Point to your Telegram export folder or drop a ZIP. The built-in file browser auto-detects exports.

2

Detect

Reply-chain analysis traces every conversation. Orphan messages grouped by time. 595 threads from 16K messages in seconds.

3

Review

Filter by poster, search by keyword, preview messages. Merge related threads, exclude noise, rename for clarity.

4

Export

Markdown, CSV, DOCX, XLSX — plus a portable viewer and AI-ready prompts, all bundled in one ZIP.

The Import Experience

Drop your archive. Watch it organize itself.

Point ThreadClarity at any Telegram export folder or ZIP file. The built-in file browser auto-detects export directories and validates the structure before processing. Previous jobs are saved — resume where you left off.

File Browser ZIP Upload Auto-Detection Job History
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

595 threads. Found in seconds. Searchable forever.

Every conversation separated. Filter by poster, sort by date or message count, search across all threads. Merge related discussions, exclude noise, and rename for clarity. Click any thread to preview the full message context.

Full-Text Search Filter by Poster Merge & Unmerge Thread Preview Copy for Google Docs
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, Q&A, sentiment, translation, knowledge base — six presets plus custom prompts. Copy to ChatGPT or Claude with one click.

Server-Side File Browser

Browse your filesystem. Export directories auto-highlighted with format and file count.

Search Everything

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

Multi-Format Export

Markdown, CSV, DOCX, XLSX. Bundled ZIP with manifest and thread index.

Portable Viewer

Every export includes a self-contained HTML viewer with channel post layout, comment separation, and one-click Google Docs copy.

Completely Private

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

Thread Merge & Unmerge

Combine related threads with full undo support. Metadata auto-recalculated. Snapshots preserved for safe reversal.

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

Q&A Extract

Turn real questions into a reusable FAQ

Sentiment Analysis

Map opinions, disagreements, and group alignment

Translate

Translate thread content while preserving structure

Knowledge Base

Extract facts, insights, and learnings worth keeping
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.

Show prices in $
Monthly
Annual Save up to 25%
Starter
Free
For individuals exploring their first exports.
  • 3 exports per month
  • Full thread detection
  • Built-in viewer
  • Markdown & CSV
  • AI analysis presets
Join Waitlist
Pro
₹999/mo
Save ₹2,989/yr
For managers processing exports regularly.
  • Unlimited exports
  • Everything in Starter
  • DOCX & XLSX formats
  • Priority processing
  • Email support
Subscribe Now →
Business
₹2,399/mo
Save ₹8,789/yr
For teams processing archives at scale.
  • Everything in Pro
  • Team access (5 seats)
  • API access
  • Custom export templates
  • Dedicated support
Subscribe Now →
Pay As You Go
₹49/mo
+ ₹99 per export
Tiny platform fee. Pay only when you export.
  • Tiny platform fee
  • Pay per export
  • All formats included
  • AI analysis included
  • No commitment
Get Started

Questions & answers

Telegram Desktop JSON exports and HTML exports. ThreadClarity outputs to Markdown, CSV, DOCX, and XLSX — plus a bundled portable HTML viewer and per-thread media manifests.
ThreadClarity supports both Telegram (HTML & JSON exports) and WhatsApp (.txt exports with media). Discord and Slack 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. Thread grouping is deterministic, not generated by an AI model.
Your upload is processed on our servers in India, then deleted — the uploaded archive goes as soon as it's extracted, and generated exports are removed automatically after 7 days unless you're on the retention plan. AI analysis is off unless you add your own API key. We never use your chat content to train any model. Full detail in our Privacy Policy.
Yes. One-click merge combines related threads with full undo support. ThreadClarity stores snapshots before every merge, so you can safely reverse any combination.
Every export includes a portable HTML viewer that works in any browser — no server, no installation. The viewer also has a one-click copy button that pastes rich-formatted text into Google Docs.
Get Access

Get started today.
Request access.

ThreadClarity is live. Request access and we'll get you set up with priority onboarding and founder pricing.

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