Hotel Data API for Price Intelligence

The rate-shopping data layer behind modern pricing tools.

Stop maintaining OTA scrapers. Ship pricing features instead. Real-time rates, parity and availability from Booking, Expedia, Agoda, Google Hotels, TripAdvisor and more.

Conrad Tokyo
★ 4.8 · 312 rooms · USD · Synced 2m ago
PARITY INDEX 94.2%
DATE
BOOKING
EXPEDIA
AGODA
GOOGLE
TRIPADV.
YOUR RATE
Mon 05
$585
$585
$597 ↑ $12
$585
$589
$585
Tue 06
$612
$608 ↓ $4
$612
$612
$612
$612
Wed 07
$649
$649
$663 ↑ $14
$649
$652
$649
Thu 08
$665
$665
$665
$665
$665
$665
Fri 09
$722
$720 ↓ $2
$722
$722
$725
$722
CHANNELS 5
REFRESH ~2.4s
VIOLATIONS · 7d 14
HISTORY 12 mo
API · JSON, REST CSV · S3, GCS, SFTP Direct · BI, warehouse, webhook 48h sample payload

Trusted by teams at

The price intelligence problem

Your engineers are fighting CAPTCHACloudflarelatencyIP bans
instead of shipping product.

01

The scrape tax never stops.

Every source ships its own anti-bot stack and its own redesign cadence. One of them changes at 3am, your pipeline breaks, your engineers chase the patch instead of the roadmap.

02

Schema is a tax, not a feature.

Every source names "rate" differently. Normalizing across six is a year of work before you ship one pricing recommendation.

03

New markets mean new infrastructure.

Adding APAC means new IPs, new proxies, new failure modes. Adding a source starts the clock over. Quarters, not sprints.

04

Customers churn when data is stale.

Hotels pay you to know what their compset is doing now. The minute your data lags, you've lost the trust.

Delivery, your way

Same rate data. Three delivery shapes.

Pick what your stack already knows how to read. Switch later if you need to. We don't charge per format.

PIPED TO YOUR STACK

Wired into the tools your team already uses.

Same data, no integration code on your side. We push to Power BI, Snowflake, Sheets, Looker Studio, S3, or your webhook of choice. Rotation, retries, schema-version pinning handled by us.

  • One config call, then it just shows up in your tool
  • Webhook on every parity break with the full payload
  • Status page + delivery log per destination
Data Sources
StayAPI
Rates
  • Real-time rates
  • Parity baked in
Your Tools
Built to scale

From a few hotels
to a million monthly requests.

Start with one property. Scale to seven figures of monthly calls without re-platforming, without changing your auth header, without an emergency capacity call. Same schema, same SDK, same support engineer.

  • Soft caps and webhook warnings before any hard limit
  • Dedicated channel and quota at higher tiers
  • One auth header, every volume tier
  • Self-host or external.

    Run on our infrastructure or deploy inside your VPC. Same schema, same SDK, same support.

  • Schema-stable across redesigns.

    Booking ships a redesign, Agoda renames a field. Our envelope absorbs it. Your code does not move.

  • 5-minute sandbox.

    Real Booking and Expedia data inside our in-browser playground. 20 free requests on signup, no card.

  • Predictable latency.

    Sub-5s average across every channel. Tracked and reported per partnership.

Coverage

Every field your pricing engine needs.
In one schema.

Rates

per channel, per date
  • rate
  • currency
  • los
  • refundable
  • taxes_included
  • pos
  • room_type
  • occupancy
  • meal_plan
  • net_price

Parity

drift, direction, time
  • parity_index
  • violation.vs
  • violation.delta
  • violation.pct
  • violation.channel
  • violation.ts
  • lowest_channel

Pace & demand

leading indicators
  • pace_30d
  • stly_pace_30d
  • sold_out_dates
  • availability
  • demand_score
  • lead_time

Where the source exposes it.

History

backtest fuel
  • history.from
  • history.to
  • history.granularity
  • history.rows
  • seasonality

12 to 24 months, on request, scoped per partnership.

Need a field that's not here? Tell us on the call. Coverage moves with demand.

Pricing sources

Live rate data from the OTAs your customers actually shop.

Real-time rates from every source we cover, and more shipping as demand grows. Parity is intrinsic: we surface drift across whatever subset you ask for. Availability where the source exposes it.

Booking.com ratesavailability
Expedia ratesavailability
Agoda rates
Hotels.com rates
Trip.com rates
TripAdvisor rates
Airbnb ratesavailability
VRBO ratesavailability
Google Hotels rates

Need a source we don't list? Tell us on the call. New sources usually take days, not quarters.

Integration

Real-time API access today.
Custom build in several business days.

Sign up, get a sandbox key, hit real Booking and Expedia data on your first call. Need history storage, dedicated infrastructure, or a white-label dashboard? Add up to 14 days for the custom build, with a named engineer through to production.

  1. Today

    Real-time API. Hit it live.

    Sign up, copy your key, call the endpoints. Real OTA data on the first request. No call required.

  2. Day 1–7

    Wire it into your stack.

    Reference implementations for portfolio sync, parity alerts, compset config. Pick the closest pattern, we adapt.

  3. Day 8–14

    Custom build, if you need it.

    History storage, dedicated channels, white-label dashboard, on-prem deploy. Same engineer through to production.

Free, before any call

Pick one hotel.
We track its compset for 48 hours.

No NDA. No signup. Send your target hotel and up to 5 competitors. We monitor live rates across Booking, Expedia, Agoda, Google Hotels and TripAdvisor, then email you the file. Real timestamped parity data on properties you actually care about.

01

You send a target plus its compset

monitor_request.txt
  • TARGET Conrad Tokyo
  • 1 Mandarin Oriental Tokyo
  • 2 Aman Tokyo
  • 3 Park Hyatt Tokyo
  • 4 The Peninsula Tokyo
  • 5 Bulgari Tokyo
emailspreadsheetscreenshotURLs
02

You get the real file back

READY parity_monitor.json
{
  "target": "Conrad Tokyo",
  "window": "48h",
  "compset_size": 5,
  "rows": 1420,
  "sample": [
    { "ts": "2026-05-03T09:00Z", "hotel": "target",     "channel": "booking", "rate": 585.00 },
    { "ts": "2026-05-03T09:00Z", "hotel": "target",     "channel": "agoda",   "rate": 597.00, "violation": "+2.05% vs booking" },
    { "ts": "2026-05-03T21:00Z", "hotel": "target",     "channel": "booking", "rate": 612.00 },
    { "ts": "2026-05-04T03:00Z", "hotel": "compset[2]", "channel": "expedia", "rate": 608.00, "violation": "-0.65% vs booking" }
  ]
}
Questions

Things partners ask before the call.

Don't see your question? Email info@stayapi.com.

How fresh is the rate data?

Real-time on request. No caching, no overnight batches. Sub-3-second average response. For high-volume workloads we ship webhook-driven updates so you're notified on change instead of polling.

Where does the data come from?

Public OTA listings only. Booking, Expedia, Agoda, Google Hotels, TripAdvisor, and the rest of the long tail. No partner-leaked APIs, no shared logins, no scraping of authenticated surfaces. The same data your customers' guests see when they shop, in one schema.

Where is data hosted? Is there an EU option?

Primary infrastructure in EU and US regions. Data residency configurable per partnership for partners with regulatory requirements. EU-only routing available on enterprise tiers.

What does pricing look like?

Volume-based, custom per partnership. We need monthly request volume estimates and your endpoint mix to quote. Book a call and we'll get you a number on the same conversation.

30-min partnership call. Or send us a target plus compset.

Both end with a working integration. Pick whichever moves you faster.

01 · the partnership path

Book a partnership call

30 minutes with the founder. We'll talk volume, endpoints, exclusivity, integration. You walk out with a quote.

Book a call
  • Quote on the call, not after
  • Engineering, not sales
  • No deck, no slides
02 · the schema-first path

48h compset monitor

Send 1 target hotel and its compset. We monitor live rates for 48 hours, then email you the file. No call needed to see the data.

Email us your target plus compset
  • Real timestamped data, your hotels
  • File back in 48h, no NDA
  • A spreadsheet or screenshot is fine