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The Efficiently Different and AI Mentions Are Not Equal Episode

The Efficiently Different and AI Mentions Are Not Equal Episode

November 8, 2026 · 00:54:51 · Episode 401

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This week, Cathy McKnight, Chief Problem Solver at Seventh Bear, returns for her regular visit to discuss how being efficient doesn’t make you different, and her colleague Robert Rose joins Ian in the bar to share that not all AI mentions are equal.

Cathy and Ian discuss a recent article of hers from her Bear Essentials series - Efficient Isn't the Same as Different.

Key points from this chat:

  • If the volume is going up but the impact is going down, then you know what's happening in the middle is what's messing things up.
  • AI doesn’t have a voice; it is an average, and you don't want to be average, you want to stand out.
  • Where AI should play a role in content publication, the human leads at the beginning and applies taste at the end. 
  • When it comes to content quality, AI raises the floor. It doesn't raise the ceiling.
  • Look at where it's breaking, and then use and leverage technology, AI included, to start filling some of the automation gaps where it makes sense.
  • Some practical advice on what marketers should do on Monday.

Then Ian moves to our virtual bar, The Rose and Rockstar, and joins Robert Rose, Chief Trouble Maker at Seventh Bear, to discuss the difference between AI mentions and AI citations and that maybe we shouldn’t be quite so eager to see big vanity numbers in our AI monitoring tools. 

Enjoy!

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