Media Mix Analysis shows hotels where their marketing budget is over-concentrated, under-diversified, or misaligned with performance , by comparing spend allocation directly against peer behavior and channel-level returns.
Most hotel marketing conversations start and end with ROAS. And ROAS matters. But a hotel can run high-performing paid search campaigns and still be carrying significant structural risk, if 70% of its budget lives in one channel, if a top-performing tactic is underfunded, or if the overall allocation bears no resemblance to what peer hotels are doing in the same market.
Concentration risk doesn't show up in a platform dashboard. Neither does the opportunity sitting inside a channel you're not funding at the right level. Those gaps live in the relationship between your allocation and your performance, and that's exactly what Media Mix Analysis is designed to surface.
"Not all high spend is bad. Not all high ROAS is healthy."
Media Mix Analysis gives hotel marketers a clear view of whether budget is going where it should, based on what the market is doing and what your own performance data is telling you.
See exactly how your budget distribution across channels compares to what similar hotels are investing. Where are you over-indexed? Where are you under-indexed? Where are you tracking with the market? The allocation view makes it immediately visible.
Every property receives a Mix Score, an at-a-glance indicator of how well your current allocation aligns with performance and peer behavior. A strong score means your investment is balanced and defensible. A lower score flags structural issues worth investigating.
For each channel, Media Mix Analysis surfaces a direct read: what the data is saying about whether your investment in that channel is over-weighted, aligned, or under-funded, and why. These aren't generic recommendations. They're grounded in your specific allocation relative to your performance and your peer set.
Some of the highest-value insights aren't about where you're overspending, they're about where you're under-funding a channel that's already generating strong returns. Media Mix Analysis surfaces those cases explicitly: the tactic generating 6.8x ROAS that represents only 9% of your channel budget, for example.
When your investment is heavily weighted in a single channel, you're exposed. If that channel's performance shifts, due to platform changes, market competition, or cost increases, there's no buffer. Media Mix Analysis identifies concentration risk before it becomes a performance problem.
Hotel marketers are regularly asked to justify budget decisions to ownership groups, asset managers, and management company leadership. Those conversations are difficult when the best answer you have is "our ROAS was good."
Media Mix Analysis changes that conversation. Instead of defending individual channel performance, you can speak to whether your overall investment structure is strategically sound, benchmarked against what peer hotels are doing and grounded in your own performance data. That's a fundamentally different level of strategic credibility.
Additional channels on the roadmap.
The peer allocation data that powers Media Mix Analysis comes from participating hotels contributing anonymized spend distribution across channels. The more hotels that participate, particularly in your property type, market, and size band, the more precise the allocation benchmarks become.
When you participate, you're not just getting visibility into your own mix. You're contributing to the hospitality industry's shared understanding of what a healthy, balanced media strategy actually looks like for properties like yours. That's a different kind of value than a standalone analytics tool provides.
Media Mix Analysis is designed to surface risks, flag opportunities, and provide directional intelligence. Sophisticated enough to guide, transparent enough to trust.
Media Mix Analysis is included for GCommerce clients through the remainder of 2026 as part of the Summit Intelligence founding access period. Participating requires execution of the Summit Data Products Addendum.
Starting in 2027, Media Mix Analysis transitions to subscription pricing as part of the premium Summit Intelligence intelligence layer. Founding participants receive preferred rates.
FAQ
It provides directional intelligence, flags where investment appears over-weighted, under-diversified, or misaligned with performance, but does not prescribe specific dollar amounts or automatically reallocate spend. Strategy decisions remain with your team.
Peer cohorts are normalized by property type, market, room count, and segment, so you're compared against hotels operating in a similar context, not a generic advertiser average.
The 2026 MVP operates at the individual property level. Portfolio rollups are on the product roadmap.
Channel-level spend and performance data covered under the Summit Data Products Addendum.
Your agency's reporting shows your own campaign data in isolation. Media Mix Analysis adds two layers your agency report doesn't have: peer allocation benchmarks and performance-adjusted allocation signals that identify structural issues across your full investment mix.