
3 of the Sharpest Minds Weigh in on the State of Gen AI in 2026
DaaS
For financial services firms, data is king—or at least, it should be.
Yet many of these firms, including hedge funds and mutual funds, are failing to capitalize on the full potential of the datasets they purchase. Instead of using data to gain a competitive advantage, they often get stuck in outdated practices and expectations that limit the value of their investments.
Why are financial services still not getting the most out of their data? The problem isn’t just how data is used but also how it’s priced and delivered by vendors.
This article explores two key use cases—optimizing data utilization for financial services and modernizing pricing strategies for data vendors. By addressing these challenges, Similarweb’s Data-as-a-Service solutions empower companies to benefit from the true potential of digital insights, improving data management, enrichment, and visualization at scale.
Unlocking the potential of data requires more than just purchasing datasets—it demands a strategic shift in how financial services firms approach data integration and usage. From building internal expertise to leveraging APIs, the focus is on transforming data into actionable insights that drive ROI.
For years, financial services firms have relied heavily on data vendors to spoon-feed them with insights. This approach, where vendors provide a pre-packaged set of insights, limits firms from proactively extracting unique value. It keeps them at the mercy of external data providers and prevents them from becoming truly data-driven organizations.
Many firms lack the expertise, resources, or dedicated personnel to make the most of their data. With few Chief Data Officers (CDOs) and a poorly structured data infrastructure, these firms struggle to integrate various data sources into a cohesive stack.
The result? Valuable data ends up underutilized, while decision-making lags behind.
To move beyond spoon-fed data, financial services firms must change their approach to data utilization. Similarweb’s Data-as-a-Service (DaaS) is uniquely positioned to help firms become more proactive and agile and make data-driven decisions.
Here’s how:
⚡ Before and after: Imagine a hedge fund that previously relied on a third-party vendor for pre-processed insights – now, with an internal data team and direct integration with Similarweb, they have autonomy. Decision-making becomes faster and more accurate, driving a significant ROI on data investments.
As the data industry evolves, traditional pricing models fall short of meeting modern demands. Subscription-based pricing offers flexibility and scalability for vendors and buyers alike, fostering better customer relationships and predictable revenue streams.
Data vendors often struggle to align their pricing models with the expectations of their customers – particularly in financial services. Many buyers still expect traditional equity research pricing models like broker votes and soft dollars, but these outdated models don’t align with the subscription or consumption-based pricing structures that modern data providers need to adopt to scale efficiently.
Thomas Del Vecchio, in a recent discussion, highlighted four levels of subscription models that data vendors should consider.
These include:
With Similarweb’s DaaS, data vendors can access flexible pricing models that align with clients’ needs and expectations. Here’s how to implement a subscription strategy effectively:
⚡ Before and after: Picture a data vendor struggling with inconsistent revenue due to one-off sales. By implementing a subscription model, they transform their business with predictable monthly revenue and stronger client relationships, ultimately leading to easier scaling and better customer retention.
With Similarweb’s comprehensive suite of tools—from Data Feeds to API access—your business can gain instant access to billions of data points to improve your strategy. It’s time to move away from outdated practices and embrace a proactive, scalable approach to digital insights.
Ready to unlock the full power of your data? Schedule a custom consultation with Similarweb to learn how our DaaS can service your business today.

by Omri Shtayer
VP of Data and DaaS Products
Omri Shtayer is the VP of Data and DaaS Products. He is known for leading innovation initiatives across the company and scaling the data business of Similarweb. Omri was the CEO and Co-founder of Lagoon, launched in May 2020 which helped investors make better decisions with instant access to high-quality data.
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