The short-term rental market, measured. Licensed for teams that need proof.
Quibble tracks short-term rental supply, asking rates, and forward availability across the markets our customers operate in — the same data that prices thousands of live listings every night. We license it to public agencies, investors, researchers, and platforms as recurring reports, raw extracts, or an API.
Four kinds of teams, one underlying dataset.
Each gets a different cut — different geography, different grain, different cadence — from the same nightly collection.
Destinations & public agencies
Tourism boards, CVBs, and city or county planning offices. Measure short-term rental supply inside your jurisdiction, what it charges, how far ahead it books, and how all three are moving year over year.
Investors & lenders
Funds, family offices, lenders, and brokerages underwriting short-term rental income. Submarket rate and availability history, comparable-set construction, and forward-looking rate curves for the markets you are pricing.
Academic & policy research
Universities, economists, and policy institutes studying housing impact, seasonality, or price formation. Raw panel extracts with documented methodology and a citation-ready description of how each field is derived.
Platforms & proptech
Property management systems, channel managers, listing portals, and pricing tools. Metered API access to market rates, supply counts, and comparable sets — surfaced inside your own product, under your own brand.
Observed where we can observe it. Modelled where we can’t — and labelled.
Every field carries its provenance. You always know which numbers were read and which were estimated.
Coverage is deepest in markets where Quibble prices live inventory, and thins toward the edges. We publish the per-market listing count with every delivery, so you can see the density behind any figure before you rely on it.
Four delivery shapes.
Pick the one that matches how your team works. Most engagements combine two.
Recurring report
A quarterly or monthly read on your jurisdiction or investment thesis — written up, charted, and ready to put in front of a board or council.
Data extract
CSV or Parquet panel at listing or market grain, with history, delivered to your bucket on a schedule you set. The format research and quant teams actually want.
Live dashboard
Named seats in Quibble’s market explorer — map, supply and rate distributions, and listing-level detail your analysts can interrogate directly.
API
Metered, documented, key-authenticated endpoints for supply, rates, and comparable sets — with published quotas and a client library.
Scope, validate, then license.
You see a real sample against your own known figures before anything is signed.
Frequently asked questions
Where does the data come from?
From the short-term rental listings we track daily across the markets our platform serves, combined with the market models Quibble already runs to price live inventory. Every field is labelled as observed or modelled, and the methodology is documented in full for licensees.
How accurate is occupancy?
A closed night is a closed night — but it can be a booking, an owner stay, or a maintenance block. We therefore report availability directly and treat occupancy as a bounded estimate rather than a measurement. Where a licensee needs a firm occupancy figure, we document the estimator and its error range instead of quietly presenting a modelled number as an observed one.
Can we license a single city or county?
Yes. Single-jurisdiction licences are the most common shape for public agencies, and they are priced accordingly. There is no requirement to buy national coverage to see your own market.
Can we publish or cite the data?
Yes, with publication and citation rights written into the agreement. Academic licences include a methodology appendix suitable for peer review, and we will respond to reviewer questions about how a field was derived.
Do you offer an API?
Yes — documented, key-authenticated, and metered, with published rate limits and a client library. Platforms embedding our data in their own product typically start here.
What does it cost?
Engagements are annual and scoped to geography, grain, and cadence. A single-market report subscription starts well below a full multi-market extract; API and platform licences are priced on usage. We will quote in the first call.
Tell us the market you need to understand.
We’ll show you what we already hold for it, and send a sample extract you can check against your own numbers.