Aurora Toth

Picture of Aurora Toth
Aurora is an energetic, global brand leader, strategist and marketing expert who creates positive category disruption, emotional brand connections and experiences that drive loyalty and connection to community. A collaborative and dynamic executive and communicator who motivates teams and cultivates strong relationships, she formulates vision and effectively integrates across all levels of an organization—internally and externally. A classically trained brand marketer, Aurora is known for brand building and translating analytics into targeted and creative messaging and customer experience to deliver revenue growth.
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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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