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Why Segmentation Is the Operating System of Account-Based GTM & ABM? Here is how to do it right.
After analysing hundreds of B2B organisations implementing Account-based Marketing and GTM, one pattern emerges with striking consistency:
ABM fails because segmentation becomes chaos.
A fundamental misunderstanding of what great segmentation actually does.
Katya Tarapovskaia
2 days ago6 min read


How Contact-Level ABM + LinkedIn Targeting Fix Your GTM Engine
Most ABM fails not because accounts are wrong, but because the people inside the account are UNKNOWN.
58% of ABM teams admit they struggle to drive meaningful engagement because they only know “the account,” not the actual buyers.
When you don’t know WHICH CONTACTS are engaged, you can’t influence the buying committee, and revenue stalls. Where contact-level ABM can fix your GTM.
Katya Tarapovskaia
Nov 18, 20253 min read


How Contact-Level Account-Based Marketing (ABM) Is Driving 2–4x Higher Engagement and 50% Faster Deal Cycles
Targeting at a Contact Level B2B sales and marketing are entering the next level of targeting : the move from account-level to contact-level ABM . In this new model, you’re no longer guessing which company is interested. You’re identifying exactly who — the decision-makers, influencers, and end users — showing real buying intent, in real time. This precision makes a measurable business impact: Faster deal cycles Higher engagement and reply rates Stronger alignment between
Katya Tarapovskaia
Oct 23, 20253 min read


How to Build Account-Based Marketing (ABM) Orchestration with AI Workflows
How B2B Revenue Teams Are Achieving $1M+ Pipeline with 60-70% Lower Costs Through AI-Powered ABM Infrastructure.
Katya Tarapovskaia
Oct 7, 20256 min read


How to Run ABM Campaigns with 5x Less Budget Using Zapier MCP and AI Workflows
Learn how AI in marketing workflows deliver 10x ROI with 80% less team overhead. This practical guide covers three battle-tested systems using Zapier MCP, HubSpot, and major ad platforms. Includes implementation roadmap, tech stack breakdown, and real outcomes from marketers achieving more with dramatically reduced budgets.
Katya Tarapovskaia
Sep 30, 20256 min read


AI Account Intelligence That Makes Buying Committees Take Action
Most Revenue teams are still playing single-threaded, personality-blind sales.
While you're sending the same generic message to everyone, your competitors are running AI-powered buying committee orchestration that adapts to each stakeholder's decision-making style.
Katya Tarapovskaia
Aug 21, 20252 min read
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