The dominant prop tech business model has long prioritized rapid revenue extraction: charging platforms, charging agents, charging users, and scaling as fast as possible. That approach creates structural friction with the data stewards and institutional partners prop tech companies need most. Some firms are now building explicitly against it.
Benjamin Quinn, Director of Real Estate Operations at Roomvo, argues that the industry’s short-term monetization instinct is misaligned with the relationship dynamics of the MLS ecosystem. He contends that companies willing to accept slower initial growth in exchange for genuine stakeholder alignment may end up in a stronger position over time.
Why Fast Monetization Strains Partnerships
MLSs are not typical enterprise software buyers. They are data stewards — organizations that manage listing data on behalf of agents and brokerages. Their primary obligation is to ensure that data serves their members. When a prop tech company approaches an MLS with a product that requires data access and charges for it, the MLS faces an immediate question: who actually benefits, and at whose expense?
Quinn describes an environment that demands patience and relationship-building that the standard prop tech sales cycle is not designed for. With roughly 500 MLSs across the United States, partnerships cannot be activated overnight. “That process is necessary to go through in order to create those partnerships and relationships with the MLSs so that we are a trusted partner for them,” he says.
Trust, not technology, is the rate-limiting factor in MLS adoption. Companies optimizing for speed over trust are likely to encounter resistance — only later and at greater cost.
Revenue Sharing Over Revenue Extraction
One alternative gaining ground is a model built around revenue sharing rather than revenue extraction. Rather than charging MLSs, portals, or agents for access to a visualization tool, the approach generates revenue from home decor product partners — manufacturers and retailers who pay to have their products featured within the interactive experience. That revenue is then shared back with MLS and portal partners.
The logic is straightforward: if every stakeholder in the ecosystem benefits from the platform’s success, the incentive to maintain and deepen those partnerships reinforces itself. “Our model is to create that alignment and then share the revenue that we generate on the platform back to our partners,” Quinn says.
Complexity Slows the Model
This structure also reframes how visualization tools enter the market. When a prop tech company removes the cost barrier for MLSs and portals entirely, the conversation shifts from budget approval to partnership terms. That is a meaningful difference in how adoption happens — and in how the MLS, as a data steward, relates to the platform over time.
The complexity, however, is real. Distributing revenue accurately across hundreds of MLS partners, portal integrations, and geographic markets — each with different traffic volumes, advertiser configurations, and partnership terms — requires infrastructure that is genuinely difficult to build. “It becomes quite complicated quite quickly,” Quinn acknowledges.
This is not a model that easily generates early revenue. It requires upfront investment in systems and relationships before financial returns materialize — running counter to the pressure many prop tech companies face to demonstrate rapid monetization to investors and partners. Revenue sharing is one of several approaches emerging in the space, but one that reflects a different set of priorities about who the platform is ultimately serving.
Long-Term Thinking as Strategy
The appeal of a revenue-sharing structure extends beyond operations. It reflects a broader argument about what kind of competitive position a prop tech company can build over time. Quinn frames the choice as a deliberate long-term bet: building for a 5-, 10-, and 20-year horizon rather than optimizing for early returns. “Some of our competitors may look to monetize the opportunity instantly, instead of building something that is more sustainable,” Quinn says.
Central to that argument is a largely overlooked question about who actually uses real estate search portals. Quinn estimates that more than 80 percent of portal traffic comes from users who are not actively looking to buy — browsing instead for inspiration, curiosity, or enjoyment of home decor. That casual majority represents a significant untapped audience for advertisers, already engaged with homes and products but not yet meaningfully served. If that audience can be reached effectively, the revenue case for a no-charge, share-back model becomes more defensible over time.
The deeper wager is that the MLS ecosystem will reward companies that behave like long-term partners rather than fee-extracting vendors. Relationships built through a slower, more aligned approach may prove harder for competitors to replicate than any specific technology feature.
First Payment Proves the Infrastructure
The revenue-sharing model only works if the underlying infrastructure can execute it accurately — tracking engagement across hundreds of partners, calculating revenue attribution across different geographies and advertiser configurations, and distributing payments correctly to each stakeholder. As of late April 2026, that infrastructure was being put to its first real test.
Quinn describes a small initial revenue share payment being prepared for distribution to partners. The amount is not the point. What matters is whether the system can complete the process accurately and demonstrate that the infrastructure is in place to scale. “That’s a big milestone for us,” Quinn says. “Really, it’s growth from there.”
Whether the model performs at scale remains an open question. If it does, it could point toward a meaningfully different kind of prop tech partnership — one that treats MLS data stewards as participants in a platform’s success rather than gatekeepers to be negotiated past. The broader test is financial: a revenue-sharing model that takes years to mature must show not just that it works mechanically, but that it generates enough value to sustain the patience it demands from every party involved. For now, a first payment is a small but concrete step toward answering that question.
About the Expert: Benjamin Quinn is Director of Real Estate Operations at Roomvo, a property technology platform that provides interactive visualization tools for real estate listings.
This article is intended for informational purposes only and does not constitute legal, financial, or investment advice. The views and opinions expressed herein reflect those of the individuals quoted and do not represent an endorsement of any company, product, or service mentioned. Readers should conduct their own due diligence and consult qualified professionals before making any investment decisions.
