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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


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


Claude MCP x HubSpot Integration: Best Use Cases for B2B Marketing and Sales
Enter the Claude MCP (Model Context Protocol) + HubSpot integration: a revolutionary approach that transforms how B2B marketing and sales teams operate, moving beyond traditional data analysis to direct action within your CRM.
Katya Tarapovskaia
Aug 19, 20252 min read


How AI And Buyer-Driven ABM Accelerate B2B Revenue
Why Activity-Centric ABM Stalls Growth?
Traditional ABM dashboards shine with seller actions, such as emails sent, ads served, and meetings booked; yet, the pipeline often stagnates. Research shows opportunity close rates under demand-gen models hover around 19%, while ABM programs built on clear buying signals convert at 53% - nearly 3× higher.
Katya Tarapovskaia
Jul 21, 20252 min read
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