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How Turn Sales Conversations into ABM Campaigns with Claude and CRM
Sales teams hear why deals stall every week. That intelligence sits in call recordings, CRM notes and sales conversations, disconnected from the people deciding what marketing should build next.
The problem isn’t a lack of insight.
It’s the gap between where buyer intelligence lives and where ABM campaigns get created.
I’ve been testing a different approach: connecting those signals to Claude through MCP, then using Claude as the reasoning layer across the stack.
Katya Tarapovskaia
Aug 285 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


Winning 71% of Your B2B Buyers: A Framework for Reaching Millennial & Gen Z
from unsplash.com The majority of B2B decision-making power now sits with digital-native Millennials and Gen Z professionals. This...
Katya Tarapovskaia
Jul 2, 20253 min read
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