Services
Data for AI
Solutions
By Solution
Market Research DataTrends, sentiment & competitive intel.Managed Data PipelinesWe run the pipeline end to end.By Role
Data EngineersOffload brittle, on-call scraping.Data Scientists & MLTraining-ready data, no collection.Resources
Learn
BlogInsights on web data & scraping.GlossaryKey web-data terms explained.ComparisonsHow we stack up vs alternatives.Case StudiesReal results from real clients.Company
About UsWho we are and what we do.Rate, Availability, and Content Data for Hotels and Travel Brands
Rate, availability, and content data across the OTAs and channels your guests book on.
Rate, Availability, and Review Data for Your Comp Set
We collect rate, availability, content, and review data across the OTAs, metasearch platforms, and direct channels relevant to your comp set, matched to your property and room-type structure.
How It Works
Scope your comp set
Share your property list, room types, and the channels that matter most to your distribution mix.
Build and match
We set up collection against your source list and match results to your property and room-type structure.
Validate
We check a sample run against known rates before anything goes into production.
Deliver on schedule
Ongoing feeds land in the format and cadence your revenue management team already uses.
Scoped to Your Comp Set, Channels, and Frequency
Pricing is custom rather than tiered, since a single independent property and a multi-property hotel group aren't the same job. Share your comp set and channels, and we'll size it.
What This Covers
Rate and parity tracking
Monitor published rates across OTAs, metasearch engines, and direct channels for your property and comp set.
Availability monitoring
Track room availability and booking restrictions across channels to understand demand and inventory position.
Content accuracy tracking
Monitor how room descriptions, photos, and amenities appear across platforms to catch listing drift.
Review and rating aggregation
Collect structured review and rating data from the platforms your guests book through.
Device and region-level tracking
Capture rate differences by device and region, not just a single blended rate per channel.
Custom source coverage
Add the OTAs, metasearch platforms, and direct channels relevant to your distribution mix.
Hospitality Teams We Work With
Revenue management
Revenue management teams tracking rate parity and comp set positioning across channels
Distribution
Distribution teams monitoring content accuracy across OTA listings
Hotel groups and travel brands
Hotel groups and travel brands managing pricing across a large, multi-channel comp set
Brand teams
Brand teams monitoring review and rating trends across booking platforms
The Distribution Complexity Problem, in Numbers Your Team Already Knows
hundreds of channels
Hotel rates are spread across hundreds of OTAs, metasearch engines, and regional booking sites, which shows how fragmented hospitality distribution is.
device-level pricing
Rates can vary by device, with mobile-only pricing showing up separately from desktop pricing on the same channel.
regional parity rules
Parity rules now differ by region, so a rate structure that's compliant in one market may not be in another.
three signals, one listing
A property's competitive position depends on rate, availability, and review data together, and each typically lives on a different part of the same OTA listing.
Built on the Same Foundation as Every APISCRAPY Engagement
Data handling under ISO 27001:2022 and ISO 9001 certification, collection limited to publicly available sources and aligned to GDPR, and delivery managed under CMMI Level 3-appraised processes.
Hotel Rate and OTA Data Questions
What is rate parity?
Rate parity means a hotel shows the same price for the same room and dates across every channel that sells it, including its own website, OTAs, and metasearch engines. Hotels monitor parity to catch channels undercutting their direct rate, and the rules that govern parity now differ by region.
Is this a rate shopping or revenue management tool?
No. We deliver the underlying rate, availability, and content data. Rate shopping dashboards and pricing decisions stay with your team or your existing revenue management system.
Can you track rate differences by device and region?
Yes. Where the source differentiates pricing by device or region, we capture and deliver it as a distinct field.
How many channels can you cover?
Coverage scales with your comp set and distribution mix, from a handful of key OTAs to a broad multi-channel footprint.
Can you monitor content accuracy, not just rates?
Yes. Room descriptions, photos, and amenity listings are part of standard coverage where the source displays them.
How current is the rate data?
Delivery frequency is set to your needs, from multiple times a day for high-demand periods to daily for steadier periods.
Is the data collected legally?
We collect only from publicly available sources. We review each source before collection, respect robots.txt directives and site terms, and leave out personal data unless your use case needs it and the legal basis is documented.