Short-Term Rental Market Data via API (2026)

If you're building a tool, an underwriting model, or a pricing engine, you don't want a dashboard — you want the raw numbers in your code. Here are the three real ways to get Airbnb / STR market data programmatically, compared honestly.

💬 Disclosure: STR Stack is reader-supported. Some links are affiliate links — if you buy through them we may earn a commission at no extra cost to you. We only recommend tools we've researched and believe in. Ratings are our own.

The three ways to get STR market data

Approach	What you get	Effort	Best for
1. Scrape it yourself	Whatever you can parse from Airbnb/Vrbo listings and calendars	High — anti-bot walls, proxies, constant maintenance	Teams with scraping infra who need bespoke fields
2. Dashboard + CSV export (e.g. AirDNA)	Rich market analytics, manual or limited-API export	Low to use, but not built for programmatic pipelines	Analysts and investors doing research by hand
3. A dedicated data API (e.g. STRmetrics)	Clean JSON: occupancy, ADR, RevPAR, revenue per market	Lowest — one HTTP call, no scraping	Developers & PMs wiring data into their own product

When you want an API, not a dashboard

Analytics platforms like AirDNA are excellent for research — but they're built for humans clicking a dashboard, not for a script that needs occupancy for 40 markets every morning. If your use case is programmatic — a pricing model, an investor tool, a market-monitoring feature inside your own app — a purpose-built market-data API is the shorter path.

Featured API — STRmetrics

Short-term-rental market-data API. One authenticated GET returns occupancy, ADR, RevPAR and revenue for a city as JSON.

Self-serve: subscribe, get an API key, start calling — no sales call
Simple REST + JSON; drop it straight into your pipeline
Free sample endpoint to test the shape before you pay

curl -H "X-API-Key: YOUR_KEY" \
  "https://strmetrics-api-production.up.railway.app/v1/market?city=austin-tx"
# example response shape (illustrative values):
# → { "occupancy": 0.63, "adr": 214.0, "revpar": 134.8, "revenue": 2984200 }

See STRmetrics pricing → Try the free sample endpoint →

How to choose

Doing research by hand? Use a dashboard — start with the best analytics tools.
Setting nightly prices? That's a pricing engine's job — see the best dynamic-pricing tools.
Building software that needs the raw numbers? Use a data API like STRmetrics and skip the scraping.

How we pick

We weigh real-world value for STR operators and builders: data quality, how easily it fits a real workflow, transparent pricing, and time saved. We link to tools we'd use ourselves and label affiliate links in our disclosure. STRmetrics is a sister project of ours (a data API, not one of the affiliate tools above), so that link is a plain editorial one.