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Social Media & Networking TGLeads · Data & market intelligence

All Telegram Channels Intelligence

A catalog of roughly 500,000 CIS Telegram channels, scored and categorized with AI to find lead-rich communities for TGLeads.

500k
channels analyzed
64%
ROMI on TGads campaigns
growth in annual revenue
The challenge

Building TGLeads surfaced a new need: finding promising Telegram channels with potential leads for current and new clients.

How we solved it

Built large-scale parsers plus AI to catalog roughly 500,000 CIS Telegram channels, scored on WAU/DAU/MAU.

Identified core discussion topics and split channels into 45 categories and 10–15 subcategories, with a detailed map of "hot problems" across 10 categories.

Built a mechanism linking a user's replies across channels into one chain, to analyze personal and psychological traits.

Challenges our team resolved

The hard engineering behind the result.

Scoring and categorizing half a million channels accurately and keeping it current.

Linking replies into coherent per-user chains at that scale.

Inside the product

A look at what we shipped.

Channel catalog & scoring
Channel catalog & scoring — screenshot placeholder
Category & hot-topic map
Category & hot-topic map — screenshot placeholder
The outcome

A happy customer.

The data let the client grow from 2 to 6 client-acquisition channels and more than double annual revenue.

500kchannels analyzed
64%ROMI on TGads campaigns
growth in annual revenue

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