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Discovery · Product case study

Airbnb: Start with the stay, not only the place.

Browsing by the kind of stay changes the starting question. Explore inspiration without losing dates, budget and access needs.

See the idea in one picture ↓
browse by kind of stay
Categories
search, not instead of it
Alongside
product release
2022

Figures as reported by the company.

Independent educational analysis. Scenarios, people, numbers and illustrations on this page are original PMcademy practice material, not company research results or an endorsement.

The person

Inspiration still has constraints.

LLeenaPlanning a quiet weekend awayFictional person
“I know I want a cabin. I have no idea which town.”
✓ Inspiration first✓ Her budget and dates respected✕ A destination box✕ Categories that ignore access needs
Go deeper · LessonA label is a promise
Read the analysis

A compelling picture does not remove a budget, a date range, a mobility requirement, or a maximum travel time. Write those constraints beside the exploratory intent. Consider a traveller who needs step-free access and another who can only travel on a specific weekend. A discovery experience becomes useful when attractive possibilities can be narrowed into feasible options.

The tension

A destination box assumes a decision is already made.

Before

Pick a place before you can look

After

Start from the stay you want

Read the analysis

Imagine Leena planning a short break. She knows she wants a quiet cabin but has not chosen a town. A location-first search asks for certainty she does not yet have. A category-based route can let her begin with the experience she wants, while a conventional search remains useful for someone with a fixed destination.

The idea in one picture

Two ways into the same stays

Search firstBrowse firstWhere?When?One place you already choseCabinsBeachCastlesTreesCabins, anywhereTwo ways in, side by side: know the place, or know the kind of stay
  1. 1Search first

    You need a place and dates before you see anything.

  2. 2Browse first

    Start from the kind of stay and see matches in many places.

  3. 3Side by side

    Categories sit alongside search rather than replacing it.

Animated illustration. Names, numbers and people are fictional teaching material.

The mechanism

Change the organising idea.

Change one thing · Practice model
Start from a cabin stay.

Illustrative data and simplified behaviour. This model does not represent a live company system or measured company results.

Go deeper · LessonCard sort in an afternoon
Read the analysis

Switch between cabins, design and countryside in the fictional model. Each category changes the visual route into the collection. These properties have no live availability and are not Airbnb listings. The exercise isolates the navigation mechanism so you can ask which labels make sense, what belongs in each group, and how the person returns to a previous choice.

The evidence

Watch the route from inspiration to feasibility.

What Airbnb says

Airbnb’s release introduced Categories to explore stays by style, location or activity.

What it cannot prove

That Categories caused any change in bookings.

What you would measure
  • Searches started from a category
  • Category to booking rate
  • Filters applied after browsing
Go deeper · LessonJobs, not demographics
Read the analysis

For your own test, observe whether people can find a plausible option, understand the category, apply constraints, and compare alternatives. Track dead ends and repeated filter changes as well as selection. Do not interpret a longer browsing session as automatic success; it could mean delight or difficulty. Ask the person to explain what changed in their decision.

The trade-off

An attractive category can hide a poor match.

You gainYou give up
Discovery without a destinationvsOverlapping categories
Unusual stays surfacevsPractical needs hidden
Inspiration in the productvsHarder to measure intent
Read the analysis

Categories can overlap and their names can be interpreted differently. A place may fit a style category while failing a practical requirement. Preserve filters and explain why an item appears where that information helps a decision. Avoid allowing beautiful exploration to reset constraints silently. A person should not have to re-enter essential needs after every new branch.

Your decision

Should a category reset the search?

Your fictional travel product preserves the chosen dates when someone explores a cabin category. A designer suggests clearing dates to show more beautiful options. That might expand inspiration while frustrating someone with fixed availability. Choose an explicit behaviour and explain the trade-off. A visible opt-in to flexible dates is different from silently discarding a constraint.

Choose a next move

Make it yours

Map exploratory and directed journeys.

Your artifact

Map exploratory and directed search, including preserved constraints and one dead-end recovery.

Prompt worth stealing

Critique my project artifact using only the evidence I provide. Map exploratory and directed search, including preserved constraints and one dead-end recovery. Separate observed facts, assumptions, proposed tests and missing evidence. Identify a failure mode and a cheap check. Do not invent company results or user research. Ask for my artifact before starting.

Read the analysis

Pick a project where users can begin with either a known target or an experience they want. Sketch both entry routes, the shared constraints, a category transition, and a dead-end recovery. Include a label test with realistic examples. Define success as progress toward a feasible decision, not simply time spent browsing.

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