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
versus then at the bottom of the funnel, what are those branded super specific prompts that someone is typing in because they're ready to make a transaction and they just need help deciding between product A or product B?
So we're monitoring that whole funnel.
And then able to look at for non-branded prompts, what is the visibility?
For branded prompts, we're focused more on what is the sentiment.
Is the large language model strongly recommending you?
Are they recommending one product over another product?
Are they surfacing any
brand challenges, any problematic things that have happened in your past are those coming up.
Um, you know, brand crises, things like this.
Um, you know, and so that's what we're really monitoring and looking at to be able to talk to our clients about what the right tactics are that we need to do to improve visibility for that prompt set.
But ultimately it all comes down to that prompt strategy and what do we want to be known for?
Where do we want to be known?
How?
Do we want to be known?
And then making sure that we're appropriately analyzing the data consistently after that.
Yes, I would say there are definitely sources that are preferred overall and there's overlap across
large language models in their preferences.
I will say before I jump into that, um we have seen for our clients that if and when
You a brand is able to get coverage in some of these sources, you can see the large language model change its recommendation or start citing that source literally overnight.
So this is not like the age of search where you need to go get a whole bunch of backlinks, you change the content on your site.
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