Does retrieval-based search make traditional keyword research obsolete?
episode
Voices of Search // A Search Engine Optimization (SEO) & Content Marketing Podcast
7 min
2 speakers
7 chapters
transcribed 1 month ago
Transcript
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What is the central debate about retrieval‑based search vs. traditional keyword research?
The Voices of Search Podcast is a proud member of the I Hear Everything Podcast Network. Looking to launch or scale your podcast? I Hear Everything delivers podcast production, growth, and monetization solutions that transform your words into profit. Ready to give your brand a voice? Then visit IHear Everything.com. Welcome to the Voices of Search Podcast, a member of the I Hear Everything Podcast Network. Ready to expedite your company's organic growth efforts? Sit back, relax, and get ready for your daily dose of search engine optimization wisdom. Here's today's host of the Voices of Search Podcast, Tyson Stockton. I do want to hit on some kind of more like lightning round type questions, not not to keep you too long here.
Go for it.
Um, but I'm gonna throw a kind of series of more shorter form questions at you. Um they'll have a theme to 'em and then we can kind of riff off kind of each of those.
How does Duane explain the shift from single‑term keywords to topic‑wide query fan‑out?
Cool. The first question here is gonna be around buying or selling. Are you buying or selling that retrieval-based search makes traditional keyword research obsolete?
I would sell on that. And here's why. And that assumes I know how I'm applying my words here. Okay. Um, I don't believe traditional keyword research is obsolete. I believe it's changing its function. Keywords are great and obviously still utilized for traditional search, okay? Um, but the concept of query fan out, so the the larger, like if you want to talk to me about camping equipment and you want to talk about a sleeping bag, you're probably gonna want to talk about a pillow, you're probably gonna want to talk about a tent, you're probably gonna want to talk about a ground sheet, all these other anciliary things that are related to it. So if it's me investing my team's time, I am not telling them go do traditional keyword research, go look up a word and so on.
I am telling them go do topic research, start with these keywords, go broader.
Why does the guest argue that traditional keyword research is changing its function, not disappearing?
That right there, that is where I'm saying. So I don't know if that's a buyer or sell. Am I buying that?
Um I think I think you're selling in that case where it's like it is a gray area, you know.
Okay, yeah. Okay, then I'm selling. I'm selling this idea. I'm selling this idea that that it needs to expand. Yeah, yeah. There we go. It's like a At least, maybe. I do not buy the idea that traditional keyword research is all you need.
What practical exercise can illustrate the difference between keyword‑based and conversation‑based queries?
Well, and it's it's I think really good advice because the risk I see with traditional research is it leads especially like younger SEOs into thinking more closed-minded and very like surface level rather than like you said, the query fan out. How does like what's the collection of topics? Cause especially getting into more LLM search-based, it's like You are not gonna be able to predict all the different nuances of how someone's gonna input one prompt versus another. It's like there's too many combinations in that sense. So it's like identify those topics. So here's a fun exercise.
If somebody wants to argue that traditional keyword research is all you need,
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How will the rise of LLM‑driven search accelerate the move to fan‑out or inclusive topic research?
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Chapters
7 chapters
1
What is the central debate about retrieval‑based search vs. traditional keyword research?
0:00–0:59
2
How does Duane explain the shift from single‑term keywords to topic‑wide query fan‑out?
0:59–2:00
3
Why does the guest argue that traditional keyword research is changing its function, not disappearing?
2:00–2:28
4
What practical exercise can illustrate the difference between keyword‑based and conversation‑based queries?
2:28–3:39
5
How will the rise of LLM‑driven search accelerate the move to fan‑out or inclusive topic research?
3:39–4:58
6
What signs indicate that query‑fan‑out will replace classic keyword research within the next year?
4:58–5:43
7
How does the episode wrap up the discussion and where can listeners connect with the guest?
5:43–7:23