Latest / The Buyout Show with Fexingo: Private Equity, Roll-Ups, and Business Acquisitions / Private Equity Is Buying Up Data Brokerage Firms
Transcript
- Lucas: So there's this whole corner of the business world where you — well, you don't feel it day to day, but your data is the product being bought and sold, and private equity is now very much in that game. Luna: You mean data brokers. Companies that collect, package, and resell consumer information. Lucas: Exactly. And the scale here is enormous. The data brokerage market globally is roughly $200 billion a year. That's bigger than the recorded music industry, bigger than movie box office — and it's growing at about 8 percent annually. Luna: Right, and these firms operate mostly in the background. You might know Acxiom or Neustar if you're in marketing tech, but most people have never heard of them. Lucas: But PE has. In 2021, Golden Gate Capital bought Neustar from a consortium of investors for $2.9 billion. Neustar is essentially a giant identity graph — it connects your online and offline behaviors across devices, credit card swipes, loyalty programs, that sort of thing. Luna: And then resells that intelligence to advertisers and financial firms for fraud detection, targeting, analytics. Lucas: Right. The business model is a subscription-based data service with very high switching costs. Once a client builds their marketing stack around Neustar's identity resolution, it's painful to leave. That's exactly the kind of stickiness PE looks for. Luna: So what's the play? Buy a data broker, maybe bolt on a few smaller ones, improve margins, and exit to a strategic buyer or a larger PE firm? Lucas: That's the classic roll-up thesis, and it's been tested in data brokerage for a while. Take Acxiom — they spent the 2000s buying a dozen data and analytics firms. By 2018 they had over $3 billion in revenue and were generating EBITDA margins around 30 percent. Then Interpublic Group, the ad holding company, bought them for $2.3 billion. Luna: So you've got a strategic buyer willing to pay a premium because the data feeds their core advertising business. That's a nice exit for PE. Lucas: It is. And the recent deals suggest that appetite is still strong. In 2023, a pe backed company called TransUnion — actually, TransUnion is itself a data broker, but it's public — they bought a smaller identity resolution firm for about $500 million. The consolidation is ongoing. Luna: But there's a big regulatory shadow over this industry, right? GDPR in Europe, CCPA in California — these laws restrict how consumer data can be collected and sold. Lucas: Massive shadow. And the interesting thing is how PE firms evaluate that risk. Some argue that regulation actually helps the large, compliant brokers because smaller operators can't afford the legal overhead. So it's a moat-widener, not a liability. Luna: That makes sense. If you're Neustar, you can afford a privacy compliance team. A mom and pop data broker? Not so much. Lucas: Exactly. And the big brokers have been lobbying for a federal privacy law in the US because a single standard is cheaper to comply with than a patchwork of state laws. So there's this alignment of interests: pe backed firms want regulation that raises the bar for everyone else. Luna: So what does the typical deal look like? Is it a leveraged buyout, or growth equity? Lucas: Mostly leveraged buyouts, because data brokers have predictable recurring revenue and low capital expenditure. That's perfect for debt financing. You borrow against the company's cash flows, pay a dividend to the PE firm, and then work on expanding margins. Luna: But the asset itself is tricky to value. Consumer data isn't like a factory — it degrades quickly if not refreshed. Lucas: That's the key operational challenge. A data broker's value is in its ability to continuously collect new data and keep its identity graphs current. If you stop investing in data acquisition, the product loses value fast. So PE firms have to maintain that spend even as they push for cost efficiencies elsewhere. Luna: And there's a technology risk too. Apple's App Tracking Transparency and Google's Privacy Sandbox are making it harder to track users across the web. Lucas: That's a real headwind. Apple's changes alone cost companies like Meta billions in ad revenue. For data brokers that rely on third-party cookies, the shift to a cookieless world is existential. Some are pivoting to contextual data or first-party data partnerships. Luna: So the PE thesis here is not without risk. But the returns have been good. What's a recent example of a successful exit? Lucas: One that stands out is the sale of AnchorFree, which runs the Hotspot Shield VPN. They started as a consumer privacy tool, but their real value was the massive data set of user browsing behavior. PE firm Crosslink Capital backed them, and in 2018 they sold to a larger PE firm, Pango, for an undisclosed sum. Reports suggest the return was multiple times their investment. Luna: Interesting. So even privacy-focused apps can become data brokers on the backend. Lucas: Exactly. And that's the tension in this space. Consumers think they're buying privacy, but the business model often depends on monetizing data. PE firms are very aware of that and structure deals accordingly. Luna: One more thing — how do you actually source deals in data brokerage? It's not like HVAC where there are thousands of local shops. Lucas: It's more concentrated. The top 10 data brokers control maybe 60 percent of the market. So PE firms look for niche players: a company that specializes in healthcare data, or automotive purchase data, or credit card transaction data. Those niches have high margins and defensible moats. Luna: And then they roll them up into a platform, like a data version of the old roll-ups in waste management or funeral services. Lucas: Precisely. And if these conversations have moved your work forward in some small way, listener support is what keeps the show ad-free and independent. You can help at buy me a coffee dot com slash fexingo. Luna: Yeah, it makes a real difference. Even a one-time contribution helps us keep digging into these niche corners of private equity. Lucas: So back to the data brokerage world — one of the most intriguing recent deals is the acquisition of ID5, a European identity resolution firm, by a pe backed consortium in 2024. ID5 specializes in cookieless identity, which is exactly the pivot the industry needs. Luna: So they're betting that the future is identity without third-party cookies. Lucas: Yes. And that's where the smart money is going. If you can build a privacy-compliant identity graph that works with first-party data, you become the infrastructure for the entire digital advertising ecosystem. Luna: So the takeaway is that private equity sees data as a durable asset, but one that requires constant adaptation to regulatory and technological change. Lucas: Exactly. And the firms that navigate that well could be sitting on some of the most valuable assets in the economy.