The vacation before the vacation
The first day of many vacations happens before departure: a screen full of tabs, dozens of saved listings and a group chat trying to resolve what 'quiet,' 'family-friendly' and 'fully equipped' actually mean.
Expedia Group's 2023 Path to Purchase study reported that travelers across seven countries consumed an average of 303 minutes of travel content during the 45 days before booking, and viewed 141 pages on average. In its vacation-rental segment, guests consumed 511 minutes of travel content before booking a trip. These are measures of travel content consumption, not exclusively home-search time.
What all those photos still don't tell you
Will the extra bed fit two adults? Can short-stay guests use the gym? Is the grocery store actually walkable? Does the displayed total include cleaning charges? An attractive listing may answer none of these questions.
More photographs are not inherently more certainty. Guests need structured information with provenance and room for their individual priorities.
A different way to search
Instead of toggling 'Wi-Fi, pool, parking,' a family could write: 'We have two small children. We need separate sleeping spaces, a functional kitchen, quiet bedrooms and groceries accessible without a car.' CribMax's product opportunity is to translate the request into editable must-haves and preferences, identify unknown facts and create a host-confirmation checklist.
An AI-generated compatibility percentage must never pretend to be verified truth. Unknown amenity access or missing bed inventory should stay unknown.
A real measurement of success
The claim worth proving is not 'we save everyone eight hours.' It is that people reach a qualified shortlist with fewer unanswered questions and fewer material surprises. Measure search-to-qualified-shortlist time, edits, host clarifications, booking mismatches and guest satisfaction, with informed consent.
A vacation should not require a forensic investigation before it begins.