Micha Kaufman29:35
Yeah. So I'll start by saying that AI is creating more value than it is destroying. And what we've been seeing is that mostly if you think about displacement of specific skills, these are usually low skills which are associated with smaller transactions. So we've seen, and we actually gave some disclosure around this, and we said that when you think about what we call the simple versus complex types of services that we have on the marketplace, simple is less than 20%, the complex services is around 40%, and the rest are neutral over time, meaning that they don't change, they don't go up or down. AI has no impact on it. And so what we've seen is, as I've said, we're creating more categories than we're removing categories that are no longer relevant. Two, the types of services that are associated with AI, just being able to remove the background from a photo. Great. So you don't need a person to do that. That's a $5 service anyway. And it's a one time and whatever. So that's great. And by the way, our philosophy is if a machine can do the job of a human being, human beings should not do this job. Period. We're not trying to defend things that computers can do on their own. That's great because it frees up people's time to find other skills and develop these skills. And we've seen even when you think about it, as technology comes in and allows people to build more on their own, let's take vibe coding as an example. What we've seen with vibe coding, and that's incredible. I mean, the fact that you can talk to a machine and it creates all kinds of funky stuff is great, but the reality is that the vast, the overwhelming majority of people that try to vibe code, and I'm not talking about like a birthday invitation or whatever, they're trying to create a full website or an app. The vast majority, over 90% of these people would not finish building because at some point it just doesn't do what it needs to do or it asks you questions that you can't answer. It asks you to connect to a database and run through security issues and what like, it's Chinese for anyone who doesn't know how to code, right? So this is where people get stuck. So seemingly you can create more stuff, but by the way from a competitive standpoint so does everybody else. Everybody has access to AI and people are constantly looking for a competitive advantage, and at the end they come to experts. Can you spend a month learning to vibe code like a pro? Maybe. But all of that one month to build one website, just take a pro to do it. It's so much simpler. And this is why we've seen AI related services, vibe coding is one of them, that are exploding on Fiverr. Or people that vibe coded something and now they want to transform it to another platform because they don't need to develop anything more. And so we've seen those trends going up, and actually this is pushing customers to more complex types of needs where the average transaction is higher, where the opportunity to retain those customers over time has been going higher. And for those who have listened to the earnings calls, I've been talking about this in numbers, and you see AI driving categories like programming and technology up 14%. And you see this across many other related AI related categories. And so we're definitely benefiting more from it. And actually the way we use AI internally has been changing the efficiency of the marketplace. So when we think about AI, there's probably three investments that we're doing. One is investing in AI categories. So categories that have to do with AI app development, mobile development, anything that has to do with data relating to AI, machine learning, analytics, visualization, anything that has to do with AI artists, AI for businesses, either consulting, strategy, teaching people within organizations how to be more AI natives, AI video productions, AI audio, AI content. There's a tremendous amount of categories being created around AI. The second one is really around how we think about using AI on our own platform to make it better. So how we use AI to power the marketplace experience and make the matching faster, more efficient, more nuanced. And the third is AI in the operational efficiency and how we work as a team. How we code the platform, how we design, how we do marketing, how we do customer care. All of this has been introducing incredible efficiencies which also allowed us to do things like shorten the path to 25% EBITDA by a year.