Rahul Jain

speaker
371 appearances 4 recordings 1 series first heard Apr 2026 last heard 23 Apr

Rahul Jain’s voice in public audio — every appearance, attributed to the second.

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recordings per month · last 12 months
4 · Apr OctJan 26AprJulnow

Recordings per month over the last 12 months — 4 in all, peaking in Apr 2026 with 4.

Appearances

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Um, but we have seen specifically with some of the sources that there's a lot of um like direct relationship or the specific wording.
in the sources is actually then showing up in the answers that you're seeing for some of the sources provided.
And you know, we'll get more to what Noble does, but we've also seen that when you get your brand mentioned in the sources being cited by the LMs for those search prompts, you then start showing up in the answers as well.
So that was a big hypothesis going into this.
Yeah, it's a great question and this is definitely one that I would typically defer to my co founder Josh, who is like the ML expert on our T.
The true answer from the expert, um, Ellen Josh for for this type of question.
But generally speaking, what we've seen is that for the sources themselves, um, they are what we've seen as like kind of the best.
just kind of suggestion are the best area to focus on because you can you get specific articles that the LMs are actually citing for a certain search prompt.
There are there are definitely many other articles that are and sources that are contributing to that answer, but nobody knows everything else that goes into that answer that the LMs are essentially analyzing kind of behind the scenes, whether it's in the training data or um, you know, any of the other data that's analyzing.
So all we can say with some confidence is that the sources are a good place to start because while they're actually created after the fact, they're almost like a UI that's created where okay, they've created that they've given this answer.
And then after the fact, they actually cite these sources to justify the answer.
We have seen that even though it's kind of a reversal, it's not your typical, okay, well, here are the sources and then here's the answer.
It's the other way around where it provides the
answer and then it shows sources to kind of justify the answer, still getting into those sources does impact.
The answer itself.
So it's not purely just from a UI perspective.
We do have high confidence that some of those sources or articles are actually influencing the answers themselves.
Yeah.
So this goes back to kind of what is that buyer behavior?
So when most buyers are searching on Google and A C D A overview that pops up or they're searching on ChatGPT, they're just looking at the answer.
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