Vervotech Room Mapping — Overview

Vervotech Room Mapping offers high-precision, room-level mapping by leveraging proprietary algorithms and advanced machine learning models to accurately group equivalent room types across multiple suppliers. This ensures a consistent, deduplicated room experience—enabling cleaner displays and more informed decision-making for travelers.

What is Room Mapping?

Travel and hospitality platforms typically aggregate inventory from many Suppliers, Bedbanks, GDSs, OTAs, and direct-connect partners. Each supplier describes the same physical room differently. One supplier may call a room "Deluxe King City View", another may list it as "DELUXE 1KNG CTY", and a third may simply send "DLX city view 1 King Bed". Without a unifying layer, the same hotel room appears multiple times in search results, prices cannot be compared apples-to-apples, and travelers see noisy, confusing inventory.

Room Mapping is the process of grouping equivalent room descriptions from different suppliers into a single, standardized room. Vervotech's Room Mapping product performs this grouping automatically using proprietary algorithms and machine-learning models that interpret room names, descriptions, bedding, views, and other attributes — producing one canonical room record per unique room type at each property.

Key benefits and use cases

Room Mapping unlocks measurable improvements across product, engineering, and commercial functions.

Cleaner search and booking experiences. Travelers see one row per room instead of 5–10 near-duplicates, reducing decision fatigue and improving look-to-book ratios.

Best-rate selection. Once equivalent rooms are mapped, platforms can confidently surface the cheapest rate per room across suppliers.

Higher conversion and ADR. Cleaner displays correlate with better conversion; mapped inventory makes upsell paths (e.g., upgrading from Standard to Deluxe) clearer.

Faster supplier onboarding. New suppliers plug into the same standardization layer without bespoke parsing logic per integration.

Reduced operational overhead. Customer support tickets about "wrong room booked" or "duplicate listings" drop materially once a mapping layer is in place.

Analytics and reporting. Mapped room IDs provide a stable key for revenue analytics, competitive pricing analysis, and supplier performance comparisons.

Common use cases:

Use Case	Outcome
OTA search results consolidation	One row per unique room across all suppliers
Meta-search rate comparison	Comparable rates for the same room across suppliers
Tour operator and wholesaler portals	Consistent inventory presentation to B2B partners

How it works

At a high level, Room Mapping ingests raw room data from one or more suppliers, applies standardization and grouping logic, and returns enriched, mapped room records.

Workflow overview

Input — Your system sends room data (room name, room code, provider identifier, hotel identifier, and optional attributes such as bedding, view, refundability, and board basis) to Vervotech.

Normalization — Vervotech's algorithms parse the raw text, extract structured attributes (category, bed type, view, occupancy, amenities), and resolve aliases and abbreviations.

Grouping — Equivalent rooms across suppliers are grouped into a single standardized room record with a confidence score reflecting match strength.

Enrichment (optional) — Mapped rooms can be returned with merged or preferred-provider content (images, descriptions) based on your configuration.

Output — Your system receives a structured response containing standardized room names, attributes, group identifiers, and per-rate match scores.

Integration modes

Vervotech offers multiple integration modes to fit different operational profiles. Choose based on your latency requirements, batch sizes, and whether you need real-time or scheduled mapping.

Mode	Best For	Notes
Synchronous Mapping API (`Map Rooms`)	Real-time mapping during search or shopping flows	Lowest latency; recommended payload sizes apply
Asynchronous Mapping API (`Map Large Rooms Async`)	Large batches that exceed sync payload limits	Submit job, poll for results
File-Based Room Mapping (Offline)	Bulk historical mapping or scheduled backfills	CSV in / CSV out via shared file location

ℹ️ Note: Most production deployments uses the synchronous API for live traffic.

Quick-start prerequisites

Before integrating, ensure you have the following in place.

Account credentials — an accountId and an authentication token provisioned by Vervotech while onboarding.

A short-list of supplier providers — the supplier names you want mapped, matching Vervotech's master provider names list.

Hotel identifiers — the ProviderHotelId for each property whose rooms you want mapped.

Per-room raw data — at minimum, RoomName, RoomCode, Provider, and ProviderHotelId. Additional attributes (Description, Bed, View, Refundability, BoardBasis) significantly improve match quality.

Getting started

The fastest path from zero to first successful mapping call.

Confirm access and download the Postman collection

Vervotech publishes a Postman collection that includes preconfigured requests for every Room Mapping endpoint. Import it, set your accountId and token as collection variables, and you can issue a working call within minutes.

Access the Postman collection by clicking here

Support

For onboarding questions, integration support, or feedback on mapping quality, reach out to customersuccess@vervotech.com.

Getting Started

Vervotech Room Mapping — Overview#

What is Room Mapping?#

Key benefits and use cases#

How it works#

Workflow overview#

Integration modes#

Quick-start prerequisites#

Getting started#

Confirm access and download the Postman collection#

Support#