Robin Liebowitz

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A strategic business and marketing leader with post M&A integration experience, Robin launches and grows businesses in highly complex industries and markets. With a strong focus on applying analytics to inform decisions and measure results, she develops tailored strategies to position products and solutions, generate demand, enter new markets, and achieve targeted revenue growth. Partnering closely with business and sales heads, she assesses the critical marketing requirements and resources, navigates complex environments, building relationships at all levels of the organization and mobilizing teams to produce positive and lasting results.
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Recent Posts

Your Buyers Have Already Shortlisted You—Or They Haven't

Your Buyers Have Already Shortlisted You—Or They Haven't

Wed, Sep 2, 2026 | Posted by Sabrina Donley

 

Executive Takeaways

  • 95% of B2B buyers purchase from the vendors on their initial shortlist, formed before any formal buying process begins.
  • That shortlist is increasingly built inside AI platforms your analytics can't see.
  • AI referral traffic is roughly 1% of total website traffic, yet 15% or more of conversions appear to originate from AI-influenced research, a gap standard attribution misses entirely.
  • If you're not on the Day One list, spend alone won't fix it.

Part 3 of our four-part series on the evolving AI search landscape and what B2B leaders need to know to stay competitive.

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