Room Mapping

1 Hotel.
1000s of Rooms.
1 Solution.

Every hotel supplier names, describes, and categorises rooms differently. StructurrAI's Room Mapping resolves this chaos standardising room-level data across 30+ parameters so your platform always shows the right room at the right price.

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⚠ Before StructurrAI
✓ After StructurrAI
Supplier Raw View as seen on booking platform
Shangri-La Dubai supplier listing
⚠ 8 duplicate room entries detected
Room Type Board Basis Price
Deluxe Room 1 King Sea View+Taxes & Fees Room Only $225 BOOK
Deluxe Rm, 1 King, Sea Vw+Taxes & Fees Room $225 BOOK
Deluxe King - Sea View+Taxes & Fees Room w/ Breakfast $265 BOOK
Deluxe Room - BB - Sea View+Taxes & Fees Room w/ Breakfast $265 BOOK
Grand Deluxe Room+Taxes & Fees Room Only $295 BOOK
Grand Dlx Room+Taxes & Fees Room $295 BOOK
Grand Deluxe Rm BB+Taxes & Fees Room w/ Breakfast $340 BOOK
Grand Deluxe Room+Taxes & Fees Room With Breakfast $340 BOOK
Shangri-La Dubai
Sheikh Zayed Road, Dubai, UAE
★★★★★
$225
Rooms Amenities About Reviews
Iconic 5-star hotel in the heart of Dubai overlooking Burj Khalifa & Dubai Fountain…More Info
Room Type
Room Only
w/ Breakfast
Twin Beds
Free Cancel
Deluxe Room, 1 King Bed, Sea View
$225
$265
$235
$245
Grand Deluxe Room
$295
$340
$310
$315
✓ Deduplicated & structured by StructurrAI
300K+
Hotel websites benchmarked
30+
Room-level parameters analysed
99%+
Room mapping accuracy
99%
Coverage across properties

Deep analysis

30+ room-level parameters, analysed for every property

StructurrAI doesn't just match room names it extracts and standardises the full attribute set for each room type, giving your platform the structured data it needs to display accurate, comparable inventory.

✓ Integration with website-based rooms for correct benchmarking
✓ Analysis of each room name across 30+ room-level parameters
✓ Parent-Child clustering based on meal plans and cancellation policies
✓ Room-level images, descriptions, and sizes per mapped room type
🛏️

Bed type & size

King, Queen, Twin, Double, Bunk detected and standardised across all supplier naming styles.

Core attribute
📐

Room size

Square footage or square metres extracted and normalised from free-text descriptions.

Core attribute
🏷️

Room category

Standard, Superior, Deluxe, Suite, Studio mapped to a clean unified category taxonomy.

Classification
🌅

View type

City view, sea view, pool view, garden view extracted and tagged per room.

Classification
🍽️

Meal plan

Room-only, B&B, half-board, all-inclusive used in Parent-Child clustering logic.

Clustering
🔄

Cancellation policy

Free cancellation, non-refundable, and partial structured and linked to child room variants.

Clustering

How StructurrAI is different

300K+ hotel websites merged for accurate benchmarking

StructurrAI cross-references hotel websites to establish the ground truth of what rooms actually exist so supplier naming chaos gets resolved to a single canonical room record.

Expedia
Deluxe King
Booking.com
Deluxe Double Bed
WebBeds
Deluxe Full Double
🤖
AI Mapping
→
Canonical room
Deluxe, 1 King Bed
All 3 supplier variants unified
1 King Bed Deluxe Category Website verified
www.grandhotel.com/rooms
THE GRAND HOTEL
Rooms & Suites
Available room categories
🛏️
Deluxe
1 King Bed · City view · ~35 sqm
Only category
🏙️
Superior
1 Twin Bed · Garden view · ~28 sqm
✨
Suite
1 King Bed · Sea view · ~70 sqm
💡

Website confirms: only one Deluxe category exists. All supplier variants (King, Double Bed, Full Double) are the same room.

Website benchmarking

The website is the ground truth

StructurrAI has merged 300K+ hotel websites to provide current, accurate benchmarking of room names. When a hotel's own website shows only one Deluxe category, we know that all the supplier variants Deluxe King, Deluxe Double Bed, Deluxe Full Double are the same room.

So we merge all the cases into a single canonical room: Deluxe, 1 King Bed. No duplicates. No conflicting prices. Just clean, accurate inventory.

✓ No manual review AI cross-references websites automatically
✓ Works for boutique hotels with no standardised naming
✓ Keeps pace with supplier content changes in real time

Smart clustering

Parent-Child clustering for clean inventory

The same physical room type is often listed multiple times once per meal plan, once per cancellation policy. StructurrAI uses Parent-Child clustering to group these variants correctly, giving your platform a clean, non-duplicate room hierarchy.

🏗️

Parent room

The canonical room type e.g. "Deluxe King Room" defined by physical attributes (bed, size, view).

🍽️

Child rooms meal plan variants

Room-only, B&B, half-board, and all-inclusive variants clustered as children of the same parent.

🔄

Child rooms cancellation variants

Free cancellation vs non-refundable rates linked as children so price comparison is clean and accurate.

Cluster example

Deluxe King Room
Parent · 1 King Bed · City View · ~35 sqm
Deluxe King RO
Room only · Free cancel
Deluxe King BB
Bed & Breakfast · Free cancel
Deluxe King RO NR
Room only · Non-refundable
Deluxe King HB
Half board · Free cancel

All 4 children map to the same physical room. Your platform shows one room card with multiple rate options instead of 4 separate duplicate entries.

What's included

Our performance & inclusions

Every mapped room type is delivered with a complete structured data package ready to power your booking UI.

🖼️

Room level images

📐

Room size

📝

Room description

🌐

Website-based room names

🎯

Higher accuracy

300K+
Hotel websites benchmarked
Cross-referenced to establish ground-truth room names and categories for accurate mapping.
30+
Parameters per room
Bed type, size, category, view, meal plan, cancellation policy, and many more structured attributes.
99%+
Mapping accuracy
Website-anchored benchmarking and fine-tuned AI delivers industry-leading room mapping precision.

Capabilities

Everything your platform needs for room data

🤖

AI-powered room analysis

Fine-tuned language models trained on hospitality data parse and structure room names from any supplier, in any language, with no manual rules.

🌐

Website-verified names

Room names and categories are validated against 300K+ hotel websites the most reliable source of ground truth for what rooms actually exist.

⚡

Real-time updates

When suppliers update room data, StructurrAI re-maps incrementally keeping your inventory current without re-processing everything from scratch.

🔌

REST API delivery

All mapped room data delivered via developer-friendly REST APIs. CSV integration also supported for teams who prefer file-based pipelines.

🗣️

Language agnostic

Room names in Arabic, Japanese, French, Spanish no problem. StructurrAI resolves room names regardless of the source language.

📊

Content quality dashboard

Self-service portal with dashboards to evaluate supplier content coverage, mapping completeness, and quality scores per provider.

Room Mapping explained

What is Room Mapping and why does it matter?

Room Mapping is the process of identifying, standardising, and de-duplicating room-type data across multiple hotel suppliers. When an OTA or travel platform connects to more than one supplier Expedia, Booking.com, WebBeds, Trip.com the same physical room in the same hotel can appear under dozens of different names, each with slightly different attributes, descriptions, and prices.

Without room mapping, your platform displays duplicate room entries, confuses travellers, and makes accurate price comparison impossible. A customer looking at "Deluxe King" on one card and "Deluxe Double Bed" on another has no way of knowing they're the same room and neither does your booking engine.

StructurrAI's Room Mapping solution resolves this by assigning a unique canonical identifier to every room type across all your connected suppliers. We analyse 30+ room-level parameters bed type, bed size, room category, view type, room size, meal plan, cancellation policy and cross-reference the output against 300K+ hotel websites to ensure every room name is accurate and current.

The result: a single, structured, deduplicated room catalogue that powers better search, cleaner price comparison, and higher booking confidence on your platform at any scale, in any language.

Learn more

Frequently asked questions

Room Mapping 101

What is Room Mapping in the Travel Industry?

Read article →
Related reading

What is Hotel Mapping and Why Does It Matter for OTAs?

Read article →
Common problems

What Causes Hotel Inventory Mismatch and How Do You Fix It?

Read article →

Stop showing duplicate rooms
on your platform

Talk to our experts or get a personalised demo of StructurrAI's Room Mapping solution.

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