The Startup Playbook Is Broken. AI Made Sure of It.

The startup playbook is broken. For decades, the formula was simple: new technology emerges, big companies move slow, scrappy startups rush to market and find their opening. But in the age of AI, that playbook has been obliterated.

Rick Nucci knows this reality intimately. As the co-founder and CEO of Guru—an AI search product serving over 2,500 customers including Sonos, Etsy, and Spotify—he's watching incumbents move at startup speed, treating AI as an existential threat that demands peak motivation and maximum resources.

In this candid conversation, Nucci reveals why the classic David vs. Goliath advantage has vanished, what it really takes to find defensible ground in the AI gold rush, and how building during the hardest times creates the most valuable companies.

Rick Nucci: My name is Rick Nucci. I'm the co-founder and CEO of Guru. Guru is an AI search product that helps employees ask questions and instantly get answers to those questions without having to interrupt their teammates. As far as achievements Guru's made so far, we have just over 2500 paying customers. We work with customers like Sonos, Etsy, Spotify, we have raised just over 70 million over the 10 years of Guru. Before Guru, I started a company called Boomi, which is integration space, and sold that company to Dell and went on to start Guru.

I would say that as a child entrepreneurship felt a little bit natural. Both of my parents were business owners. As I sort of thought about starting a company later in life, it felt sort of normal. It felt like something that you do. And then from there I went to Penn State University. I would say halfway through my time there was a business major but really figured out that technology is what interests me and what inspires me and so kind of pivoted halfway through my college education and went full bore into technology and joined a software company right out of college and that sort of led me to start my first company Boomi when I was 24.

Rick Nucci: Boomi was, interestingly kind of grew up in the last kind of big hype cycle. Back then it was moving to the cloud and you know, of course you had Salesforce, kind of Salesforce.com kind of leading that way, but it ended up becoming an industry transformation and so Boomi was really built in that time we were trying to solve the problem of integration which simply put is how do you automatically connect and move data between enterprise applications really it was the kind of move to the cloud that happened at an industry level that created tailwind for Boomi.

What we said was the bet that we made if the world kind of moves from on-premise software to the cloud, the way that those systems are integrated is going to fundamentally change. And so let's build for that future that will put Boomi in a very kind of unique and exciting position. And I would say it was a bet. I would say it was a bet that ended up paying off, but that was the business Boomi was in. Boomi was acquired by Dell in 2010 and later sold out of Dell to private equity for just over $4 billion a few years ago and now runs as an independent business again.

Rick Nucci: I think one of the things I learned kind of the hard way was when you are a founder of a company and you begin hiring a team, the weight of your words matter. I would find that the way I delivered things was maybe unexpectedly or unintentionally harsh and so I overcorrected and over the years I've really leaned into this philosophy, this framework called radical candor, which is all about how do you balance the idea of challenging someone directly and caring personally about them. If you just do one, you're actually not really helping the person. If you're just challenging someone but you don't care about them, you kind of sound like a jerk. If you're just caring about someone but not challenging them, they call that ruinous empathy, which means you're not really helping them get any better. I would say that that communication style was something I learned the hard way.

Another big learning, I would say for Boomi was the importance of differentiation and positioning. I remember in the early days of Boomi, Microsoft launched a product called Biztalk which was conceptually very similar to Boomi, and as we saw the market kind of move on, we just saw more and more alternatives. And I remember meeting with an investor early days we created these kind of sales assets and we're all excited to show them to this investor and get their feedback and he goes, OK, if I was to replace your name with competitor X's name, would the story be the same? And we were like, OK, yeah, we got it. Yeah, we really kind of, we're not getting it. We're not getting the need to kind of stand out.

That has stayed with me forever, but I think led to us going on this search to say, listen, like we're small, we're not as big as these incumbents, we need to find our space. What is the unaddressed area of the market that no one is really focusing on right now? And I was talking earlier about that bet of saying, hey, listen, you know, if cloud becomes the thing, if it's not just a fad, which it was in 2006, 2007, I think people were wondering, hey, is this really going to be where it all goes? We said, OK. Well, let's bet that the answer to that will be yes, and build towards that, you know, a lot of what I think drove our ambition was this need to be obviously unique, obviously different in a sea of crowded things, and I think especially when you're building in hype cycles, I think cloud computing was a big hype cycle. I think generative AI is a big hype cycle. This need to be obviously different, I think just is maybe spotlighted more than any other time.

Rick Nucci: The common threads across building two startups for me as a leader of those companies has been around self-awareness. Self-awareness requires a willingness to be vulnerable. It requires a willingness to accept areas where you're not as strong and areas where you are exceptionally good and being honest with yourself. And so I think that starts when you're founding the company and I think a mistake we made at Boomi was we had redundant skill sets as a founding team and later I think we corrected that. I think at Guru I'm very fortunate to have the co-founder I have Mitch, because I think we complement each other really well, but in order to understand what makes you complementary with your co-founders, it requires this self-awareness.

And look, that's not to say you can't be awesome at anything you want to be awesome at, right? But at any given time, how can you move as fast as you can by bringing in people who complement what you are good at and where you need help in executing that might mean, by the way, in your founding team that your role might not be best suited to be CEO or it might be best suited to CEO. I've talked to many founders and went through the journey myself of like, you know what, the job of the CEO isn't the thing that actually gives me energy, it's actually building. It's actually doing X or doing Y, right? So self-awareness has been such a huge part of the journey and I think the other big aspect where self awareness comes up again and again and again is around setting and defining the culture of your company.

You know, ultimately you need to, I believe, find the characteristics and behaviors you want in the culture at your company to be successful that is compatible with you, compatible with your style, if you're introverted, you as a founder, you are unlikely to have a thriving extrovert culture or you can, but it might feel very unnatural and uncomfortable to you. You might accept that or you might decide you don't want to accept that, right? And these are all of these kind of self-aware moments.

I would say all of the things that I have done that have had immense ROI, being a founder for a long time is coaches, learning frameworks like radical candor, ways to sort of self improve, discover blind spots, be interested in kind of correcting them, you know, the final thing I'll say about it is like it's the hardest thing I have ever done starting either company, very hard for different reasons. Finding product market fit, equally hard in both companies. It didn't feel any easier the second time around, you know.

So again, I think the final thing I'll say is like why self awareness. This connects to a startup being hard is you need to understand your energy, you know, it's so easy to let startup become your identity, which is really, really dangerous because when the startup's doing well you might be riding high when things aren't going well you might take that way too low. These are all lessons of self awareness and recognizing, you know, where to draw the line, where to disconnect, those kinds of things.

Rick Nucci: Guru began as a pain that my co-founder and I observed in our last company, so it's one of those startups kind of born out of personal pain. We saw the problem, we lived the problem firsthand, and that was this idea of knowledge sharing and information access in a company that regardless of what your job is, a big part of it is finding information quickly and easily to be able to do your job effectively.

Getting our first customers, we took some inspiration from a book written by Steve Blank called Four Steps to the Epiphany, and specifically within that he talks about a concept of customer development. I did a lot of outbound prospecting to strangers, in the early days, I talked to some friends, some people I had worked with in my past life, not because I had anything to sell them, but more because I wanted to validate the problem, and that was a learning straight out of this book, you know, it's, I think the most important first step is not the actual solution you're building, but the problem and does the problem matter and is it a must solve problem or is a nice to have problem.

So for example, one of the things we would always do when we would first meet with people in this phase of what I would call problem validation is we would take 5 or 6 things that were problems and we would say, OK, take a look at these. I can explain these problems to you. For example, a problem in this list would be something like my sales team is not performing as well as they could because it's too slow for them to find information to get back to customers. That would be an example. And let's say there were 5 or 6 of those, and then we would say, OK, rank those problems from most important to least important, and ranking, I think, was a really helpful exercise because one of the things I find still is surprisingly difficult is people default to nice, so people don't want to crush your hopes and dreams by telling you that the startup you're working on is no good and is never gonna go anywhere.

You want to hear the things that aren't resonating or aren't landing or don't sound important or whatever the problems are in this person's mind, you want to get it. So I found it surprisingly hard to disarm the person. We would sit down, we still just sit down and be like, you cannot hurt my feelings. There's nothing you can say that will hurt my feelings. So tell me anything you don't like about that, you know, that sort of thing. And so ranking was an organic way to do that because I can put this list in front of them and say, Rank these in order of most impactful to you and least impactful to you.

We probably did that 50 times. Anyone who would meet with us that worked broadly in the domain of businesses that we worked at, so getting out, meeting people, talking to them, not even selling them anything, just explaining the problem we're trying to solve and trying to quantify and understand the impact and what matters. And through that work, through those 50 coffee meetings, that was like literally the goal we set in the first quarter of the first year of the company came those two learnings I talked about came those two things. I said that still to this day matter out of all those conversations, which is the problem is my team already works in a lot of places they need to bring that all together into one experience. Problem two was, yeah, we've tried things like this and it just exposes inaccurate content and so they have that experience once and they never go back and use the system again. They just go back to asking each other. Those two things came through doing that exercise tremendously valuable and then drove our product roadmap for the first year.

Rick Nucci: The very first product market fit we found was sales teams at technology companies. I would say roughly 2 years. The 2 year time for us was building initial versions of the product, validating the pain point, validating the initial buyer, and proving that repeatability point. You know, another metric we tracked in the early days of Guru, and I learned this from Jason Lemkin who runs SaaStr, he calls it 10 unaffiliated customers, and I really like that, and that is, can you get 10 customers who you don't know who are strangers so they don't trust you any more than any other vendor? Can you get them to actually pay for your product and that was one of the metrics we were tracking in those early days was getting to those 10 other unaffiliated customers and yeah so I would say within 2 years was when we had sort of honed in on that sales team use case got to about 100 paying customers over that time and I think that's when we knew we had the beginnings of product market fit.

Rick Nucci: I think that's really great advice where overhiring go to market can actually cause more problems to me it all comes down to how well you have found repeatability because there's a very dangerous version or deceptive version, I'll say of product market fit where your revenue is growing. Your use cases are not yet consistent. If you were to write 5 case studies about a recent cohort of customers, how similar would each case study be from the next? And the more similar it is, the more likely you are you have found product market fit in the sense of repeatability and ability to invest in growth. And if you stare at those five case studies and they're actually all different, meaning that these customers are all happy to spend money with you, but they're using different parts of the product in different ways. That's a pause, and that's where if you just start ramping a sales team, you're sort of inviting that chaos into all of your sales conversations, and you're gonna be asking your sales people to have to constantly be pivoting and Guru's gone through these mistakes. In our early years, we were too inconsistent in our repeatability. I think one of the checkmarks in product market fit is around repeatability that you understand the buyer, why they've bought it, and it's similar enough that you can tell that story and get your next 10 customers through that story, then I think you're on the path to scale.

Rick Nucci: As a founder building now, you know, there's this overused adage, but I love it, and that is that the best companies are born during recessions. That is, I believe that very, very much. The bar of problem identification is at its peak during recessions. People are most skeptical to buy things. People have lower budgets than they do in other cycles and therefore they're going to be maximum scrutinous during that time. And if you identify a problem that even with that criteria, people still want to pay to solve, you are going to build an amazing company because as those economy cycles get healthier and improve, you will just ride that wave right now, easily the hardest it's been in the last 10 years from a tech buying cycle perspective, you're still getting people to sign up and pay. Those are amazing cohorts of customers.

So that's my advice is you can look at it as it's really hard, but really you're creating a high bar by which every customer you get that pays you. It is worth 5 times what it might be when it's boom times and people are just throwing money around and trying, you know, different products and it's relatively frictionless to sell. Hopefully lands as a motivating statement because at least it's motivating for me.

Rick Nucci: I started Boomi when I was 24. I briefly worked at Dell and then started Guru again. So, you know, over the last 20+ years, it's really all I know. And so despite the really hard times that come from startup, it is something that I genuinely enjoy doing. I genuinely love to be able to say like, hey, this is a problem, this is a thing that should exist, like, let's actually like manifest that into the world and make it exist and see if we can make it something that people will care a lot about. So, I check in with Mitch, you know, my co-founder at Guru, about once a year and say, hey, could you see yourself doing this for the next 10 years? And as long as we both say yes, then, you know, I think we're on the right path.