AI, Analytics & Content Strategy: Andy Crestodina on the Future of Digital Marketing written by John Jantsch read more at Duct Tape Marketing
Listen to the full episode: Overview In this episode of the Duct Tape Marketing Podcast, John Jantsch welcomes Andy Crestodina, co-founder and CMO of Orbit Media Studios, to explore the rapidly changing world of digital marketing. Andy shares practical insights on using AI for content strategy, analytics, and website optimization—while emphasizing the enduring importance of […]
AI, Analytics & Content Strategy: Andy Crestodina on the Future of Digital Marketing written by John Jantsch read more at Duct Tape Marketing
Overview
In this episode of the Duct Tape Marketing Podcast, John Jantsch welcomes Andy Crestodina, co-founder and CMO of Orbit Media Studios, to explore the rapidly changing world of digital marketing. Andy shares practical insights on using AI for content strategy, analytics, and website optimization—while emphasizing the enduring importance of quality, relationships, and human creativity. The discussion covers everything from AI-powered audience simulations to the evolving role of SEO, and how marketers can cut through the noise to focus on what really matters.
About the Guest
Andy Crestodina is the co-founder and chief marketing officer of Orbit Media Studios, a top-rated digital agency in Chicago. A recognized authority on content strategy, SEO, and web analytics, Andy is celebrated for his ability to make complex marketing topics accessible and actionable. He’s the author of “Content Chemistry,” a sought-after speaker, and a regular contributor to leading marketing publications. Andy’s hands-on approach and innovative thinking have made him a trusted guide for marketers navigating digital transformation.
- Website: orbitmedia.com
- LinkedIn: Andy Crestodina
Actionable Insights
- The future of marketing will involve testing content and strategies with AI-generated audience personas before launching to the real market.
- AI’s biggest long-term value is improving quality and performance, not just efficiency or cost-savings.
- Human relationships, creativity, and high-touch service will always set great brands apart from “good enough” automation.
- Content that stands out will be driven by strong points of view, original research, collaboration, and highly visual formats.
- The SEO landscape is shifting: informational content will see less traffic from search, while commercial intent and “visit website” keywords remain essential.
- LinkedIn newsletters and platform-native content are quickly outpacing traditional SEO for B2B visibility.
- Marketers should use analytics for actionable insights—such as CTA performance, video engagement, and conversion rates—rather than generic dashboards or reporting.
- AI can help uncover hidden data trends and quickly transform insights into new campaign ideas, but quality still requires human oversight and creativity.
Great Moments (with Timestamps)
- 01:10 – AI Personas and the Future of Marketing
Andy predicts marketers will soon use AI-generated “synthetic audiences” to test ideas before launch. - 03:30 – Focus on Quality, Not Just Efficiency
Why the real opportunity is in improving performance, not just saving time. - 05:48 – The Limits of AI in Design
Where automation can help creative teams—and where pixel-perfect service still matters. - 09:39 – Content Creation: AI vs. Originality
The danger of “good enough” content and why strong opinions and research win. - 11:21 – SEO’s Shifting Role
How commercial-intent keywords and platform-native content are now the best route to visibility. - 15:40 – Analytics That Matter
Andy’s favorite ways to use GA4 and AI for real business insights, not just reports. - 21:06 – The Coming Age of Automated Client Interactions
Imagining a near future where AI agents help qualify leads, prep sales teams, and remove friction where clients want it.
Pulled Quotes
“AI’s real value isn’t just efficiency. It’s about pushing performance and improving quality.”
— Andy Crestodina
“Content strategy is about to have a great moment—as the tide goes out, strong opinions, research, and collaboration will stand out even more.”
— Andy Crestodina
John Jantsch (00:01.346)
Hello and welcome to another episode of the Duct Tape Marketing Podcast. This is John Jantsch and my guest today is Andy Crestodina. He’s a recognized authority in digital marketing, co-founder and chief marketing officer of Orbit Media Studios and an influential voice on content strategy, SEO and website optimization. With two decades of hands-on experience, Andy is known for breaking down complex marketing tactics into practical, actionable steps, my kind of guy.
He’s a sought after speaker and the author of content chemistry and a regular contributor to leading industry publications. So Andy, welcome to the show.
Andy Crestodina (00:38.136)
Thanks for having me, John. Glad to be here.
John Jantsch (00:39.438)
We have known each other about each other, whatever the definition is for many years. and I just discovered this the first time you’ve been on my show. So why don’t you come back like weekly now.
Andy Crestodina (00:45.259)
Mm-hmm.
Andy Crestodina (00:51.896)
I would never say no. I’d hang out with you all day, John, if I could.
John Jantsch (00:56.469)
So let’s, let’s jump into AI. mean, what the heck? What are we 41 seconds in? Where do you see it making the biggest real world impact for marketers today? I know that’s a pretty big question.
Andy Crestodina (01:02.583)
Mm-hmm.
Andy Crestodina (01:10.924)
No, I think about it a lot. I think that probably the future of marketing is lowering risk and cost by building synthetic members of a target audience and then testing content, pages, calls to action strategies with that AI persona. So, Sims, like running little, making a thing and getting feedback on it before you put it in the market, because I think it’s likely, it seems to me that we’ll look back at this era and say,
Wow, super primitive. You used to just make a thing and make it live and hope for the best and check it later. Probably not in the future. We’ll do it in a bit more sophisticated way.
John Jantsch (01:50.894)
That’s really interesting. You know, I hadn’t really thought about that, that idea, because I think so many people are focused on automations and efficiencies and getting rid of people, you know, even. But, I mean, you’re obviously, I mean, I, I’m really of the camp that it’s going to change some things around in terms of people, but I think it also is, you know, they’re already seeing it creating some demand in some areas for people.
Andy Crestodina (02:03.186)
No. Yeah.
John Jantsch (02:18.946)
that didn’t exist before. is the concern that, was it Sam Altman that said like 95 % of marketing or white collar jobs will be gone in five years?
Andy Crestodina (02:25.953)
Yeah.
You
Andy Crestodina (02:33.066)
Yeah, I think there’s, I’m going to stay out of the prediction game and wondering, but, I’ll tell you what I’m here for and have been from the beginning and you too, it’s, don’t, I don’t wake up in the morning hoping to save 10 minutes or half an hour. I want to do great work. I want to see the performance of that work. I want to know that I’m, that I’m doing quality work. I want to see the, the feedback and the performance of everything in the data.
So really everything I’ve ever done with AI, and this is hundreds of experiments, half by day on Saturday was building a custom GPT and testing it. But everything that I’ve done is really just been about trying to improve quality. And if it turns out to be faster, that’s lovely. But what we’re all trying to do is to drive an outcome. So I think a lot of marketers are overemphasizing efficiency and speed.
John Jantsch (03:09.026)
Yeah.
Andy Crestodina (03:30.641)
and missing big opportunities to use it to push performance.
John Jantsch (03:36.002)
Yeah. one of the, ironically, one of the, think one of the enemies of quality is that we got so much on our plate, right? And I think that even quality relationships, I mean, I’m finding that if there’s a lot of stuff that had to be done, but let’s face it, it was grunt work, you know, that had to be done. And I do think that some people are feeling like, Hey, if I get that off my plate, it kind of frees my head up. And, know, even like I say, for, for more relationship building and
I think that’s where quality is gonna come from, isn’t it?
Andy Crestodina (04:06.762)
Absolutely. So it will give you a free hand to work harder on those, you know, the conversations you’re having, prioritizing offline experiences, being part of communities, you know, just taking care of the people around you. But the one thing that I’ve been doing with a lot, and this was my very last call, talking to a client.
looking for opportunities to make these pages better, stronger, faster, more detailed and comprehensive. It’s for a higher ed program. And we just gave Chad to PT the persona and gave it the page and said, we’re looking to make this a more comprehensive page. Give us ideas. The very first idea was fantastic. It’s like, which program is right for you. What? Wait, how? And the meeting sort of paused. Like everyone kind of held their breath for a second and asked, like, did we not?
do that? Wait, we didn’t do that. Why didn’t we do that? And there were several others, like three or four things. Yeah, so AI-powered gap analysis is one of my favorite things, but they’re always best discovered through relationships and real-world human conversation.
John Jantsch (05:10.221)
Yeah.
John Jantsch (05:17.304)
So a lot of orbit media’s work is or has been designed or at least design was an element of it. How do you feel about the design creative process right now? I think there’s a lot of people trying to create tools that can automate a lot of things in that space. Where do you, do you, do you feel like, mean, there’s, there’s some really awful stuff coming out through that. mean, how do you feel about that space right now, where it is today and where you see it going?
Andy Crestodina (05:23.522)
Mm-hmm.
Andy Crestodina (05:40.792)
Yeah.
Andy Crestodina (05:48.226)
Well, design for interactive is a kind of a turning point happening now because these tools like Figma, where you’re designing it somehow in a context where it’s already responsive and the front end programming for things that web teams are building is sort of half done. Now, kind of like writing or image generation, the code generated by AI still requires a lot of review. No one’s just grabbing it and assuming it’s all
perfect, it’s not. So there’s a big gain there in the handoff between designers and programmers, but not, you know, there’s still plenty of work to do. The other one I think is in design. What do you hire? What do you get when you hire a web company? Partly you want service, you want someone to listen to you, you want accountability, you want a thought partner and you want pixel perfection. I don’t think AI is there. don’t think that if you, brands big and small.
want to work with designers to get the thing to look just like they want it to look. The state of AI for UX, it all feels like these long shot prompts. It’s just like, hope something good comes back and you can’t really ask it to fine tune. It’s just creating another one each time. don’t know. So design for simple things, design direction, great, but not for pixel perfection.
John Jantsch (07:19.054)
I’m going to question how much of the market actually wants or understands pixel perfection. mean, aren’t there isn’t there a significant amount of the market that’s like, that’s good enough.
Andy Crestodina (07:29.836)
I’m sure there is. It’s not mostly our audience. I had a 40 minute call with a client about how this circle, the brand is everything. And the edge of the circle needs to be a little bit closer to the edge of the box on both mobile and desktop. There are still lots of people who want their fingerprints on their design. I understand that. I don’t think that.
John Jantsch (07:30.894)
Yeah.
Andy Crestodina (07:56.094)
Visitors care that much about the number of pixels between the circle and the edge of the box but so yeah, if you’re looking for good enough or a great start or here’s the You know a giant step in the in a good direction. It’s awesome but but people really do like service and there’s a Special thing that happens like you said about relationships, you know when creative teams work together to solve problems with clients and and leaders
John Jantsch (08:26.348)
Yeah, I I personally, again, I wouldn’t put myself out there as being on the front line of image creation or whatnot with some of the tools, but some of the stuff I’ve done with it, I mean, every now and then it’s like, yeah, that’s okay. And then every now and then it’s just like, that’s like, that person has no face. How can I use that?
Andy Crestodina (08:43.96)
It’s changing fast. It’s changing fast. Image generation. I sort of wish I could go back and I would have put in the same prompt every month just to sort of see the evolution of it because it’s improving quickly. But yeah, don’t look too closely at hands. Text is still a problem. It’s getting much, much better. But halfway through here at 2025, there are long shot prompts, let’s be honest.
John Jantsch (09:00.696)
Yeah.
John Jantsch (09:11.618)
Yeah. Yeah. So speaking of maybe that’s good enough, let’s talk about content creation. I think a lot of people, that was probably the first use case for many people is, look, this can write this blog post for me. I think a lot of people are starting to find out that that’s just not going to cut it. In fact, there, you know, I won’t go as far as saying the old Google penalty thing, but I think that they’re being penalized in the eyes of everything that’s reading the content today.
Andy Crestodina (09:39.762)
Yeah, I don’t see a reason to write an article, to publish an article if AI can create it because your target audience can write that same prompt and get that same article. That’s in fact the last thing you should publish. So for the duct tape marketing audience and fans of yours and people who read my stuff, I think it should be obvious that the difference between AI generated, just garbage and
John Jantsch (09:45.356)
Yeah.
Andy Crestodina (10:05.72)
quickly made stuff in medium quality or the boring taste like water articles. And strong points of view, original research, deep content, like taking a stand, collaborative formats like we’re doing now. This stuff is going to be even more different in the future. I think that content strategy is going to have a great moment here as the tide goes out and all these marketers just look like it becomes really clear.
No one’s ever going to read that again. Whoever’s byline that was just lost reputation. So yeah, strong opinion, original research, collaborative formats, highly visual content. These will feel more different than ever. So it’s like influencers and video. These things will be, I think, more effective in the future than even they are today.
John Jantsch (11:00.76)
So as I listen to describe that, you know, the old game used to be, I mean, content and SEO or search visibility, certainly we’re very married together. And as I listen to you describe that, mean, it really, I mean, is keyword ranking just not really a thing anymore? It’s not important anymore?
Andy Crestodina (11:21.353)
Thank you for asking that. I’m seeing so much about this and I’m really excited to give this answer. Everyone needs to separate in their minds these two types of key phrases. People looking for answers are looking for articles. AI overviews will kind of give that person the answer. Click through rates to content marketing for search optimized articles will decline forever. It has been for five years anyway. commercial intent key phrases, what the buyer searches for.
Visit website intent key phrases. There’s still tons of them. Separate in your analytics blog posts from your sales pages and then check the changes to traffic and then check the changes to rankings and click through rates and engagement because people who are making big decisions want to look at a website. They’re going to click through it no matter what Google puts in their way.
John Jantsch (12:10.06)
Yeah, I think one of the pieces of that puzzle is that they’re still getting, in many cases, even this long drawn out, you know, long tail phrase is still being provided in increasingly AI overviews. And so the game then becomes like, okay, I’ve already filtered. I’m not going to go look 10 places. I’m going to maybe pick one or two of these. So, so the game then becomes showing up in those AI overviews or whatever that looks like. is there a different approach to that?
Andy Crestodina (12:29.464)
For sure. Again, perfect question, John. I love this conversation. There’s more to content than search. I see these posts. I don’t have time to respond to them all. I’m not in it to like start a food fight, but content marketing is dead.
Because of SEO, that was your only channel. Is that all you ever thought it was about? So this is my number one B2B marketing strategy for content today is of course the LinkedIn newsletter. It was, okay, I’ve been doing it like now for like five years, but the visibility of my content is literally 10 times what it ever was before. How’s that possible? Because I decided it was, you know, a sensible time to build on rented land, you know, because I, I saw this, the, the change is coming and adapted my strategy.
Because I’m now partnering with Big Tech, Google is not in business to help SEOs. But LinkedIn is in business to help content creators and publishers grow an audience on their platform. So no, our typical articles now get literally 10 times the visibility that they ever got before, even though click-through rates from search are down and declining. it doesn’t bother me a bit.
John Jantsch (13:49.346)
Yeah, of course, anyone who’s not familiar with your work, will say that part of, I think part of the reason, of course, consistency that you’ve provided, but also, mean, your articles go in, I mean, they’re basically master classes. And so, you know, I think that that certainly has something to do with the reason that you’re getting so much exposure is it’s just terribly valuable.
Andy Crestodina (14:12.588)
That means so much to me coming from you. Thank you, John. But hopefully then that reinforces the point about writing things by hand. I I include contributor quotes in every article. There’s almost no scroll depth at any article in which you can’t see something like a visual or screenshot or video. I do lots of original research. They’re carefully constructed, like very, very structured pieces with bullet lists and subheads and internal linking and…
And I’ve learned from people like you, like going way back to like, just be super direct and concise and get right to the point and eliminate, you know, omit needless words. You get it.
John Jantsch (14:52.62)
Well, I haven’t mastered that one yet, but ask, ask anyone who’s edited my, well, I had an editor one time that, on one of my books that said, you know, chapter is great, but it starts with a whole lot of throat clearing. I always remembered that one of my favorite quotes. So you do have been doing a lot. And I think that you just, you enjoy this, the getting into the data. You’ve been doing a lot with analytics.
Andy Crestodina (15:07.448)
I’ve been there. Yeah.
John Jantsch (15:21.886)
and you know, maybe even suggesting that new ways to look at data, new, key indicators that maybe we haven’t been taught to look at what’s, what are some of your favorite kind of new ways that you think we ought to be looking at the data? Should we be able to unearth it?
Andy Crestodina (15:40.578)
Well, some of the most important insights waiting for you, literally sitting there just a few clicks away in GA4 are not the most visible. Like you got to go kind of build the thing. Yeah, it takes a minute. Some examples of useful metrics. What is it, or questions to ask and find the answer, then form hypotheses and take action. What is the click through rate on the call to action?
John Jantsch (15:50.166)
Right. Nothing’s very visible in JFR.
John Jantsch (16:04.888)
Right.
Andy Crestodina (16:10.624)
on your most on your key pages. You gotta make a path exploration, takes a few minutes. You gotta learn how to do that. That’s fine. How does embedding video change the engagement rate on articles? Are there URLs on your website that load with page not found as the title tag? What is the difference in conversion rates for visitors on mobile versus desktop?
John Jantsch (16:29.902)
Thank
Andy Crestodina (16:38.934)
Which of your articles is inspiring visitors to subscribe to your newsletter? Which URLs on your site have declining search traffic? We said a second ago. Are they sales pages? Are they everything? Or is it mostly just your content and articles and guides? These are all extremely useful things to know that can guide strategy and budgets. What’s the output from those calories burned? It’ll tell you.
But you got to know where to look. I don’t do almost any reporting in Google Analytics. I don’t build dashboards. I don’t just go look at it for its own sake, but I do analysis every day.
John Jantsch (17:19.734)
How much are you taking what might be raw data or at least what you can get out of GA4 and just taking it to AI and say, ask me questions?
Andy Crestodina (17:30.986)
there’s one or two use cases that you almost can’t do without AI. For example, if you make a report that shows traffic to your thank you pages and then add a secondary dimension for date plus time, export that and AI will make a chart for you showing which day of week people become leads. There is no Tuesday in GA4, but if you give that report to AI, it’ll show you. You can have it make a heat map matrix that show what time of day and day of week.
In a colorful little chart, people become leads, people subscribe to your newsletter, people watch videos, anything, any action, any event. So date plus time was useless to me before AI.
John Jantsch (18:12.13)
Yeah, that’s interesting. The, the, one of the things that I think AI is quite good at, you know, it’s basically a mathematician, right? So I think it’s quite good at, at analytics and finding stuff that you’re, I mean, it also sometimes makes huge mistakes. But I think that stuff you couldn’t even see with your own eyes, I think it really can, can surface pretty quickly, can it?
Andy Crestodina (18:34.828)
Yeah. And then John, the next step. you know, find for me the campaigns that had the highest engagement rates. Okay. It looks at 200 campaigns and finds these ones had highest engagement rates. Now craft 10 new campaigns based on those. The next step after the analysis, that’s why AI is really special. It’s because, you you could just immediately go from insight to action, or at least brainstorming.
John Jantsch (18:55.052)
Mm. Right.
John Jantsch (19:03.414)
Yeah, yeah, that’s awesome. So where’s the noise that you think people ought to be tuning out? The buzzwords, the whatever agentic of the day is.
Andy Crestodina (19:14.968)
So in analytics, I’m exhausted by reporting and love analysis. In SEO, I’m exhausted by the SEO is dead or content is dead, but I love being discovered for commercial intent key phrases. In AI,
John Jantsch (19:25.421)
Yeah.
Andy Crestodina (19:41.826)
Boy, that’s a really just, you’re asking a really fun question. I believe that the responses are not nearly as good unless you have really like a conversation with it, that you’re chatting with it, that you give it lots more inputs, including personas, and that you are not just having it make stuff for you. I’m exhausted by the write this thing for me. I’m really excited by and motivated by the, what are the gaps in this?
What else could this do? Give me 10 ideas. How could this be better? So I think there’s shifts in every category and that there’s, you know, do this stuff long enough and you realize like, actually the fun stuff’s right over there.
John Jantsch (20:25.39)
So I know you don’t want, or you mentioned that you didn’t really want to be seen as like the crystal ball, but on, some of this stuff, but how far away are we from the idea where a client or a prospect is going to take an action on our website. And that’s going to trigger for agents to do certain things on our behalf and, know, maybe even have a conversation with that person and, and really
You know, there’s an element of removing humans from the entire interaction. I how far away are we from that? Or do you think that buyer behavior will dictate that we never go there?
Andy Crestodina (20:57.462)
Hmm.
Andy Crestodina (21:06.84)
I can easily imagine a CRM set up where when there’s a new lead that it goes and researches this person and brand and then takes the first step toward potentially disqualifying them and then handling some kind of automated conversation saying like, thanks for reaching out. We probably don’t fit, know, but maybe check out these other things instead. Here’s some alternatives. Here’s some, you know, possible providers.
But if the, but the sort of lead scoring thing, if it works, then it builds a whole guide. It does a bunch of research for you. looks at Dun & Bradstreet or checks out their LinkedIn profile. And then the rep gets this sort of like little coaching session with AI on how to talk to this prospect. And so again, that’s exactly what you said a few minutes ago, where is it going to make us more efficient in it by setting aside like these low quality leads and help us prioritize relationships?
John Jantsch (21:49.294)
Yeah.
Andy Crestodina (22:05.324)
by helping us really prep for this really high stakes conversation. there’s a bunch of little uses for AI in there, but yeah, probably every lead should have an appended little sales guide that goes with it with the six questions you should likely ask based on what’s happened with them in the news and who you’re talking to and what likely challenges are.
John Jantsch (22:24.876)
Yeah. And I think that that’s really going to be the key is we’ll remove friction where clients want friction removed, right? They want to do their own research. Maybe they want to get their own pricing, you know, things like that. We’ll remove that friction, but then we’ll get really smart at where do they, where do they actually crave human interaction? You know, not necessarily need it, but, want it. and I think it’s that sort of beautiful combination that is going to always be the tight wires.
Andy Crestodina (22:42.328)
and move around.
Andy Crestodina (22:51.944)
I think so. think that’s making people feel special, listening, showing them you care. I said it about design a bit ago, certainly in service. I’m not, I’m never going to stop caring and talking to people in my days like today. Eight meetings back to back. Love it. I’ll take it. I don’t mind a bit. I’m energized by these and conversations just like this one, John.
John Jantsch (23:02.616)
Yeah, awesome.
John Jantsch (23:17.506)
Well, awesome. Well, let’s not make it 20 years to the next time. Let’s have you back much sooner than that. Again, I appreciate you taking a few moments to drop by. Is there anywhere you want to invite people to connect with you, find out more about your work?
Andy Crestodina (23:30.516)
LinkedIn, the blue button says follow, but if you find the menu and go to connect with me and just say, Hey, heard you on duct tape. I’d be more than happy to connect. And then we can, have an interaction and we can prioritize relationships and take care of each other. And that’s what this is about.
John Jantsch (23:48.462)
Awesome. Well, again, I appreciate you stopping by and hopefully we’ll run into you soon out there on the road.
Andy Crestodina (23:54.21)
Thanks, John.
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