Native Telegram seeding that reads like a tip, not an ad
Segment:
Consumer brand, mass market
Result:
-40-60% cost per click vs direct ads
Direction:
SEO Promotion
Format:
Representative scenario
The task
A consumer brand wanted reach in themed Telegram chats without the ad-blindness of banners.
This is a typical engagement, not a named client case: it shows how the stack is put together and what numbers it reaches. Client work with names and results is in Cases.
What the AI units did
AI handled the seeding end to end: picking chats, drafting native placements, timing the drops so they read like a recommendation.
Outcome
Cost per click came in roughly 40 to 60 percent below direct ads, and the posts did not look like ads.
