Great. Justin, this is Mike. In terms of the product innovation, we've been very aggressive in terms of the product innovation and what we are trying to build for the overall platform that we are bringing to the market. And at the end of Q2, we introduced one of the products, which is our Account Insights Feed, which is a subscription offering. And it is a module of the Priority Engine, but it's very focused on account-only first-party intent signals. And that was really important for us because if you know us, historically, we are focused on prospect level intelligence for sales activation and for marketing automation to reach individuals. At the account level, our customers have come to us and said they are craving for first-party account-specific intent feeds to help fuel different go-to-market strategies. For example, we look at account-level targeting for customers. We look at creating ABM lists. We look at account prioritization based on first-party insights, programmatic advertising and account insights for sellers. So it is really important that we can provide our intent at the account level into our customers' workflows. We announced as part of that a partnership with 6sense and Revenue AI platform. So think about 6sense in the platform helping customers have access to account insight feeds. But accounts don't get -- vendors don't get access to the TechTarget intelligence unless they subscribe to our insights, so making sure that we have our account insights integrated seamlessly into the 6sense platforms help our customers have a better experience and to really help put that account intent insights into action around those use cases. The other launch that we did was Market Monitor, which is a real-time market dynamics data set to assist our clients in a lot of different areas. Think about content investments, marketing and sales outreach. So what we are looking at are the types of accounts actively researching a particular solution by industry or by vertical, the types of personas within those accounts. We are reporting on best-performing content, what resonates, what doesn't resonate as well as competitive insights, who's influencing or engaging within those accounts. And if you take a look at our product strategy, we are really focused on connecting the dots across all the different products that we have to offer, from content enablement and custom content strategy, so we can help customers by identifying and providing them the insights on, you need to invest in this type of content because this is what performs the best to go out and reach, engage and influence buyers, that's going to help on our content strategy. All the way to brand as I mentioned, content investment, all the way to putting the right assets in market for demand and intent that converts. So Market Monitor was another release and we're seeing success on that as well. The other product that we announced was our Priority Engine demand. We've been talking about this throughout the year. Think about this as really tying a holistic approach in providing our customers insights on how all the products are doing and all the solutions that TechTarget is providing them. Each of our solutions is powered by permission-based and first-party and tenant sites. So we want to make sure that we're revolutionizing and evolving the demand gen strategy. And this again is a subscription-based offering where our customers will now have access to customized content ops. Not only will they have insights into that active, we'll call it, lead or prospect, but we will be able to deliver and provide insights into the buying groups and the buying teams within those accounts. We'll be leveraging our IntentMail AI, which we launched early in the year that was focused on prospect level to buying group levels, so we can scale and make sure that our customers are in the best position to reach and scale with efficiency and efficacy to the right buying groups, and as part of that whole investment strategy, to provide real-time analytics to show our customers how their content is doing, how their demand's doing, how ultimately their brand is doing and tie it all together in a holistic view. These are really important investments as we get ready for the close and then the launch of new company heading into 2025. So we've been pretty aggressive on that, and we're really happy where we stand on that. In terms of the AI investment cycle, what we see with customers is we are spending a lot of money in their research and development. A lot of the R&D is around AI enhancements to existing products as well as new products that they will launch. And the point of that is there'll come a point when that AI, those R&D investments have to generate an ROI in terms of revenue growth and market penetration and market share. And as the recovery continues and we get through that R&D investment, you'll see -- we expect to see customers really fuel growth around sales and marketing efforts and being able to clearly identify the value that their solutions are bringing versus the noise that's in the market. And what better place to do that is around an organization that actually covers this market pretty deeply in technology buying teams and buying groups and organizations leverage on the data, the insight, the analyst reports and our editorial strength.