Anton Chisliuk · AI Marketing Ops
Anton Chisliuk
AI Marketing Ops

Anton Chisliuk · GTM Engineer & Founder

I build AI-native GTM systems — one senior operator, full revenue stack.

I own this agency, and I do the work. I came up through sales, then marketing, then the technical systems that keep both running: search, ads, outreach, CRM and the automations between them. AI handles production. I handle the plan, the build and the check on what goes out. You get one senior operator, a system you own, and a flat fee — starter setups under $1K, monthly plans from $1K.

Based in Dubai, UAE & Batumi, Georgia · Georgian LLC for international clients

Production systems — not pitch decks

88

Make.com blueprints — version-controlled GTM orchestration

0→200K+

organic search visits/mo at peak (Cleverence B2B SaaS)

0→2,200+

inbound leads/mo — HubSpot-tracked full funnel

0→40+

online customer meetings/mo — sales pipeline at peak

// 01 — ORIGIN

How I got here — sales, marketing, then the system

I started in technical work, then spent years in B2B sales: long deals, quotas, and buyers who only take a meeting when the offer is specific. That is where I learned the only score that matters is pipeline — conversations, meetings, and revenue — not a full calendar of activity.

Marketing came next. Search, ads, content, outreach: the work that fills the top of the funnel. The break was always the same. Campaigns lived in one set of tools, the sales team lived in another, and nobody owned the handoff. Leads arrived and then disappeared.

So I went back into the technical layer on purpose: CRM, automations, tracking, and the wiring that keeps a channel running after launch week. Sales tells you what is worth selling. Marketing finds the people. The system makes it repeatable without hiring a department.

I founded the studio in 2023 because founders kept asking for one person who can sell, market, and build — without a $150K hire or an agency bench. That is the work I still do. AI handles production. I handle the thinking, the review, and the reporting. You own the accounts, the workflows, and the data. Month-to-month, from a one-time starter under $1K or a monthly plan.

// 02 — TIMELINE

Where the operator model comes from

Now

Dubai UAE + Batumi Georgia

International clients remotely. UAE timezone for enterprise calls; Georgia LLC for transparent cross-border contracting.

2025–2026

Agentic GTM stack at production scale

Cursor + AgentKits (20 agents, 350+ commands), 15+ MCP servers (HubSpot, GA4, GSC, Make, Lemlist, Apify, Jira, Sales Insights), Python/TypeScript connectors, daily content and LinkedIn autopilot pipelines.

2024–2025

Cross-vertical client GTM systems

Same operator model for TONE Footwear (Shopify GCC, 0→~5 orders/day), DentalSem (100× organic, 3× appointment requests), autero.kz (0→2K+ users/day).

2023

Founded Anton Chisliuk · AI Marketing Ops

Opened the studio as an outsourced operator for growth-stage businesses — services across industries, one senior person who ships the system, not slide decks.

2020–2025

GTM Engineer / Marketing leader — Cleverence

6+ years owning revenue infrastructure for B2B WMS: AI-native GTM OS, 88 Make blueprints, MCP hub, programmatic SEO, HubSpot, signal outbound. Results: 0→200K+ organic/mo · 0→2,200+ leads/mo · 40+ meetings/mo · 16% lead-to-purchase.

2016–2018

Head of Sales — First BIT

Built pipeline discipline, forecasting, and marketing-sales handoff for IT services — before "RevOps" was a job title.

2012–2016

Telecom engineering → enterprise sales

Started as a telecom engineer, then B2B sales at Rostelecom as Key Account Manager. Long-cycle deals, technical buyers, quota ownership — foundation for SaaS GTM today.

// 03 — WHAT I SHIP

What I build and run for clients

GTM Stack Architecture

  • Monorepo GTM infrastructure: playbooks, research corpora, automation code — documented for team execution
  • Tool evaluation and integration design — Make vs click-ops, MCP vs one-off scripts; no tool sprawl

Data Pipelines & VoC

  • 475+ sales transcripts + job-ad corpora → JTBD/ICP scoring and signal-based outbound lists
  • Apify → Python → Wiza → HubSpot → Lemlist — enrichment pipelines with CRM attribution

Marketing Automation (Make.com)

  • 88 production blueprints: CRM routing, SEO publish API, Lemlist/Retell, Reddit/LinkedIn intelligence
  • Make MCP for in-session scenario admin — orchestration as infrastructure-as-code

Programmatic SEO & Content

  • 5+ Next.js SEO satellites, daily story-publisher, kb corpus, CAIL LLM-visibility program
  • 0→200K+ organic/mo proof; GSC×HubSpot joins driving prioritized SEO backlog

RevOps & CRM

  • HubSpot greenfield: lifecycle, scoring, routing, ads sync, weekly pipeline P&L with leadership
  • 16% lead-to-purchase with shared MQL/SQL definitions marketing and sales both trust

Agentic GTM (Cursor + MCP)

  • 15+ MCP integrations: HubSpot, GA4, GSC, SE Ranking, Apify, Firecrawl, Jira, Sales Insights
  • Custom Python MCP launchers; TypeScript ad CLIs (Google, LinkedIn, Reddit)

// 04 — MISSION

Mission, vision, and where I work

Outsourced GTM Engineer — build systems others can run.

I design and operate revenue infrastructure — CRM, Make orchestration, data pipelines, programmatic SEO, signal outbound — with documented playbooks. One operator accountable to pipeline, flat fee, month-to-month.

The default outsourced GTM Engineering partner for growth-stage businesses.

When a founder searches "hire GTM engineer" or "marketing systems architect," aimrktops.com is the proof-backed answer — live systems, not headcount theater.

Dubai · Batumi · Global clients

  • Dubai, UAE — enterprise calls, GCC context, GTM Engineer positioning for international B2B
  • Batumi, Georgia — delivery hub, engineering-friendly timezone
  • Georgian LLC — transparent contracts for cross-border clients

Integrations, automation, pipeline — one GTM Engineer on outsource.

How I'm different from an agency or fractional CMO

[ 00 ]

You get the GTM Engineer, not an account manager

I sell the work, build HubSpot workflows, write Make blueprints, and join weekly pipeline reviews. No bait-and-switch to juniors.

[ 01 ]

Production systems, not AI washing

Live demos on every call — MCP mesh, Make scenarios, publish pipelines, outbound infra. If I can't show it running, I don't sell it.

[ 02 ]

CRM pipeline is the deliverable

Success = leads, meetings, and revenue in HubSpot — not impressions or brand PDFs. Attribution wired from day one.

[ 03 ]

Build → pilot → maintain · you own the assets

From ~$1K/mo (see /pricing). First live systems in ~1 week. Month-to-month. Workflows, content, and accounts stay yours when you hire in-house.

// 06 — PROOF

Case studies

Selected client results

Three engagements that show the range — B2B SaaS at scale, e-commerce launch, local healthcare. Full write-ups with challenge, approach, and verified metrics on each case study page.

B2B SaaS

0→250K

organic visits per month via AI SEO content production

0→2K inbound leads per month

Cleverence

B2B SaaS · Warehouse & retail automation

Full-cycle demand gen for a B2B SaaS in warehouse automation — AI SEO content farm, paid media, HubSpot CRM, and outbound wired into one pipeline system.

Read case study →cleverence.com

E-commerce & DTC

0→5

orders per day from a zero-start Shopify launch

0→launch Shopify store built and marketed from scratch

TONE Footwear

E-commerce · Premium sneakers · GCC/UAE

Launched TONE Footwear — a sustainable fashion community and premium sneaker store on Shopify — from zero: store setup, SEO content auto-farm, and Google Ads for the UAE/GCC market.

Read case study →tonefootwear.com

Dental / Healthcare

100×

organic traffic to the clinic website

3× daily appointment requests (leads per day)

DentalSem

Healthcare · Dental clinic · Local SEO

Automated SEO article farm for a regional dental clinic — programmatic treatment and FAQ content that multiplied organic traffic and tripled daily appointment requests.

Read case study →

// 07 — HOW I WORK WITH FOUNDERS

How I work with founders

I'm not the biggest agency in Dubai. I'm the GTM Engineer you outsource while building pipeline — then optionally keep for iteration.

  • Direct access.

    You message me, not a project coordinator. HubSpot breaks on Tuesday — I fix it on Tuesday.

  • Honest economics.

    I'll tell you if you're not ready for outbound, if SEO needs six months, or if a $2K tool beats a $20K agency quote. Month-to-month means I earn retention with results.

  • Systems over heroics.

    Documented workflows, repeatable pipelines, team training where it helps. Goal: GTM that runs without me — though most clients keep me because iteration beats maintenance.

Same person who built Cleverence's GTM OS and the MCP/Make stacks behind it. No ghostwriters on strategy. No offshore bench on execution.

// 08 — FAQ

Questions founders ask before we work together

GTM Engineer / Marketing Systems Architect on outsource — same scope as an in-house hire (integrations, automation, CRM, SEO, outbound) without recruiting delay or full-time comp. Not a 12-person agency roster or hourly freelance tasks. One senior operator with production infrastructure behind them.

Need a GTM Engineer without the $150K hire?

Outsourced GTM Engineering — build, pilot, maintain. Book a free Growth Audit or read the commercial scope first.