Whitney Hart
speaker
384 appearances
5 recordings
1 series
first heard May 2026
last heard 30 May
Whitney Hart’s voice in public audio — every appearance, attributed to the second.
Trend
recordings per month · last 12 monthsRecordings per month over the last 12 months — 5 in all, peaking in May 2026 with 5.
Appearances
Brands are treating AEO as their SEO strategy with a few extra bells and whistles tacked on.
Instead of really digging in, understanding the challenges and opportunities presented by large language models, and then crafting new strategies, data paradigms, and measurement frameworks, as well as collaboration frameworks to move the needle.
Content.
But because content is the source that everything else feeds on.
Uh citations are really just a delivery and validation mechanism for the content.
So in a cheeky way, I'm actually saying you try are very important.
Um both are really crucial, but you can't have the citations without the content.
So if I have to pick budget in one or the other, I'm gonna say the content.
Third party validation.
Uh, and this can take so many different forms.
It could be consumer reviews, industry or analyst reports, earned media and journalist reviews, uh, expert or influencer citations, like there's so many different types.
Ultimately, those types of third-party validation all need to work together, aligned to the overarching brand strategy and content strategy, rather than siloed marketing teams pushing out different messages.
Um, the AI cares who else trusts you, not just how well you stuff your own site.
We are no longer looking at average position.
I am much more focused about how often we're chosen and cited in AI answers than like a blended blue link rank.
Um
I already can hear the naysayers out there though.
Position does matter.
We do know that that
Ultimately, where you rank in traditional search has an effect on how prominently you show up in large language model answers.
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