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Five areas where generative AI is already shaping how you're seen. Activate them together or one at a time - always in the same continuous loop.
Your leaders, as AI describes them.
Before the round, before the interview, before the article - investors, journalists and boards ask AI about your executives first. Too often the answer rests on an old quote no one ever corrected.
- What AI says about your CEO, founders and C-suite.
- The sources, framing and archetype models build around them.
- Corrections tracked until the models absorb them.
How your brand is really told.
Measure how customers, the public and the talent pool hear your brand from AI - across six dimensions, no blind spots.
- Six brand dimensions, scored and tracked over time.
- The narrative archetype the models assign you.
- Emerging narratives and weak signals, caught early.
Does AI recommend you - for the right reasons?
Test how the models describe your category, your differentiation and the early adopters of a new product. Catch invented features and misattributed certifications before a buyer does.
- Category, differentiation and positioning, as AI frames them.
- Invented features and wrong specs, flagged.
- Head-to-head: how you're compared to competitors.
Where AI filters you out of the funnel.
From first discovery to final short-list, see exactly where AI pushes you forward - or quietly drops you.
- Your presence and ranking across the buying journey.
- The moments AI removes you from consideration.
- What to publish to get back into the conversation.
Don't lose top talent to an outdated reputation.
Senior candidates ask AI what it's like to work for you. Make sure the answer is today's company - not the one from three years ago.
- What candidates hear about culture, leadership and stability.
- Old reviews and stale sources still shaping the answer.
- A current, accurate employer narrative across every model.
Not sure where to start?
Request a confidential briefing. We'll run a first read across your areas and show you where AI is shaping your reputation right now.