Built a media network of 4M+ subscribers with zero ad budget. Now I build AI systems that do the work for businesses

Two crafts, one outcome: an audience and systems that make money for the business.
Channel launch and growth with the four-step method: viral content in a broad niche, warm-up, conversion through a hook and request-only access, then scale. From zero to a media asset that brings clients.
Telegram and web bots on LLMs that consult, qualify leads, book meetings and hand the deal to your CRM. They answer like your best manager — with no days off.
Autonomous agents for real business tasks: an editorial model for content and ads, an analytics agent, an agent for the sales team. Deployed where it pays off, with measurable results.
The system behind a 4M+ subscriber network. Works for personal brands and commercial projects alike.
A broad niche and a gripping idea beat a "perfect" video: the hook wins, not the production.
The account and community are prepared in advance: the audience knows who you are before launch.
A dramatic hook and request-only access to a closed community — scarcity and engagement instead of ads.
A cross-platform traffic-transfer system: lower churn, cheaper subscribers.
Flagship project: from zero to a multi-million audience in months; top-ranked on Telegram since late 2023
From 264K to 366K subscribers in three weeks
A mini social network inside Telegram: 231K views, ~4K reactions, hundreds of user artworks
Task. Move the audience from VK to Telegram during the 2021 platform crisis without losing reach.
Result. Subscriber churn 30% lower, cost per subscriber 15–20× below market.
Task. Speed up ad copy production for a network of channels without losing the voice.
Result. A custom-trained model writes ad copy in minutes instead of half an hour; the editor has the final word.
Task. Kill manual view counting and link aggregation across dozens of placements.
Result. Up to 7 hours a day saved — time that went into growth and new projects.
Task. An Easter engagement mechanic: users draw eggs right inside Telegram.
Result. 231K views, about 4K reactions, hundreds of user artworks.
«In promotion, budget doesn't win. Understanding the audience does.»— Andrii Slobodian

Discover how to split your Telegram channel promotion budget between official ads, seeding, and content packaging for maximum ROI.

Set up real end-to-end analytics in Telegram. Learn how custom deep links, bot start payloads, and CRM webhooks reveal your actual CPA and ROAS.

Learn how to structure Telegram ad posts that acquire real subscribers. Practical mechanics, character limits, compliance rules, and campaign benchmarks.

Learn how to run safe Telegram bot broadcasts: API rate limits, persistent background queues, handling 403 errors, and avoiding bot bans.

Discover how to turn cold views from YouTube, TikTok, and Google into loyal Telegram subscribers with practical funnels and real benchmarks.

Stop typing repetitive customer replies by hand. Learn how to set up event-driven AI workflows in n8n or Make to handle reviews, route high-risk issues, and protect your brand.
60–90 minutes on your channel, SMM or AI task: diagnosis, priorities, a plan for the quarter.
Strategy, content, ads, monetization — we run the channel as a media asset with money goals.
From process audit to deployment and support. Fixed scope, clear stages.
Send a few lines about the project — I'll reply personally and suggest where to start.