Jun 22, 2026 · 1 hr 11 min · 11 segments
Search is changing faster than most B2B marketers realize. AI Overviews, ChatGPT, Reddit, YouTube, influencers, podcasts, and social platforms are fragmenting how buyers discover information and…
Rand FishkinGuest
Lee OddenHost
You know, you, um, lean in quite a bit into research and data analysis and interpretation, and there are stories that come out of that.

Um, and there's some research you had done, um, where one of the conclusions was this idea of influence happens everywhere, and I think that does a great job of showing how fragmented discovery or search has, has become because people aren't limited to just going to Google or even just to ChatGPT or something like that.

Obviously, this is the premise behind SparkToro, right? Is that find where your audience pays attention.

Uh, uh, I think historically, the methodologies available to us were surveys and interviews, uh, and clickstream data.

That's what we built SparkToro on top of, right? Like the, the underpinnings of the software is a big clickstream panel, which, which is basically like, you know, millions of devices and, and every URL that they visit, uh, anonymized and aggregated and then sort of sold to data brokers and assembled by folks like Datos, who's our provider, or Similarweb, which most folks who are listening have probably heard of, um, or Comscore or Nielsen, right? And that data s- that data source, what's so valuable about it is whereas surveys and interviews, you know, you can ask people and they will give you answers about, "Hey, um, you know, I, I really pay attention to this person on Instagram," or like, "I watch these YouTube videos." YouTube, by the way, hugely undervalued for B2B, so is Reddit.

B2B audience, and then you look at the number of people investing in those places, it's just embarrassing.

But so these folks w- might say, right, like the s- through the surveys and interviews, they might say what, what they're paying attention to, but nobody has this perfect recollection of like, "Oh yeah, I, this was my buyer journey.

I visited all these things," right? Like, you know, if I ask you like, "How'd you choose your speakers for your computer?" You'd be like, "Oh, well, I think it was recommended by this person.

I checked out a subreddit, and then I went to Amazon and like I," you know, whatever, shopped around.

You know, you, um, lean in quite a bit into research and data analysis and interpretation, and there are stories that come out of that.

Um, and there's some research you had done, um, where one of the conclusions was this idea of influence happens everywhere, and I think that does a great job of showing how fragmented discovery or search has, has become because people aren't limited to just going to Google or even just to ChatGPT or something like that.

Obviously, this is the premise behind SparkToro, right? Is that find where your audience pays attention.

Uh, uh, I think historically, the methodologies available to us were surveys and interviews, uh, and clickstream data.

That's what we built SparkToro on top of, right? Like the, the underpinnings of the software is a big clickstream panel, which, which is basically like, you know, millions of devices and, and every URL that they visit, uh, anonymized and aggregated and then sort of sold to data brokers and assembled by folks like Datos, who's our provider, or Similarweb, which most folks who are listening have probably heard of, um, or Comscore or Nielsen, right? And that data s- that data source, what's so valuable about it is whereas surveys and interviews, you know, you can ask people and they will give you answers about, "Hey, um, you know, I, I really pay attention to this person on Instagram," or like, "I watch these YouTube videos." YouTube, by the way, hugely undervalued for B2B, so is Reddit.

B2B audience, and then you look at the number of people investing in those places, it's just embarrassing.

But so these folks w- might say, right, like the s- through the surveys and interviews, they might say what, what they're paying attention to, but nobody has this perfect recollection of like, "Oh yeah, I, this was my buyer journey.

I visited all these things," right? Like, you know, if I ask you like, "How'd you choose your speakers for your computer?" You'd be like, "Oh, well, I think it was recommended by this person.

I checked out a subreddit, and then I went to Amazon and like I," you know, whatever, shopped around.
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