Hospitality hotel ID & room type mapping / matching / text normalization / description translation

Services

Curate, deduplicate, normalize, aggregate & translate your suppliers hotel & room content in 6 languages.

Separation:
Meta-matching, our NLP intel, chunks a text into sections, finding noons, syntax, lingo, typos, abbrev. , related topics.

Splitting a text into
sortable data.

Our in house NLP intel chunks a text into sections, scans terms, sorts out topics.

Reconcile:
After separation, you reconcile ambiguities by normalizing data.
You group similar rooms.

Finding similarities & differences.

Automated suppliers reconciliation. Sorting similar rooms into qualified groups.

Map hotel ID from zero:
Our NLP intel is integration-less and works with any source.
Get a ready to use IDs table for any distribution system.

Map your inventory.

A wide set of tools available.

click to know more about our deduplication services

Meta-matching, our intelligence surname, combines topic dictionaries to map data patterns. Any topic, subject can be added as dictionary. Upload your own.

A unique A.I. with negative, positive, neutral, associative & sentimental analysis.

Meta-matching comes with a powerful API giving you direct control over your work. Dynamic & static mapping included.

Fast SaaS/FaaS B2B production transparent funnel available. We get you covered.

all in 1 solution
a powerful API
high automation
smart & accurate

We bring NLP innovation to
room type matching, content mapping, B2C personalization, B2B to B2C normalization

API specifications

Dynamic, semi dynamic & static mapping jobs. Pay as you use.
Database-less, Meta-matching is a fast RAM server-less standalone API service.
Our technology works with a large data scope.

What is NLP ? (wikipedia)

Solutions

For a wide range of scenarios.

How it works

NLP refers to Natural Language Processing & is giving computers the ability to understand text and spoken words in much the same way human beings can.

We have developed a technology using a new dictionaries hierarchy accessible to everyone with easy data reading and usage.

Multiple languages

With one description language source, you receive the translated & normalized descriptions. (EN SP PT) (FR IT DE beta).

Languages can be mixed in the input. Meta-matching sorts out ambiguities between languages.

This allows to more precisely map rooms according to country, where hotelier often use their mother language in conjunction with English.

Room text normalization

Meta-matching converts your suppliers, DMC, XLS, bed-bank sources using standardized qualifications & normalized descriptions.

cutomize your response with a short description, or all topics, select what topic to include, the order of it.

Mimic Booking, Expedia on your website in 6 languages

Room topics separation

We have developed a set of 23 dictionaries covering hospitality room mapping topics:

BDR : bedroom specs
TYP : room type
CAT : room category & class
MKG : room name & marketing
VEW : room view
BED : bed type

REF : refund policy
CAN : cancel policy
DEP : deposit policy
MBR : membership policy
PAX : pax usage
BRD : board meal

ADA : accessible
SMK : smoking policy
SHR : shared amenities
PLA : plan & promotions
FLR : floor level limitations
BLC : balcony & patio

COK : cooking amenities
WWW : internet specs
CAR : parking options
SQF : room surface
AMN : in room amenities

Room group matching

In addition to separation & normalization, meta-matching provides the proper groups for each room.
Sort supplier's similar rooms into qualified groups asynchronously.

Those groups (4) called "FullText" are data oriented and formatted to also be used as indexes for databases like mySql. Room database cache & natural language seach ready included.

When doing dynamic mapping, each time a supplier returns his rooms list, you get your mapping. Then, using the fullText groups acting as a footprint, you easily reconcile all the rooms asynchronously into common groups.

A group can be as simple as type & view, or customized.

Mapped rooms table the right way

For dynamic comparison & detailed static content mapping

A Dynamic rate comparison robot.

First version of the A.I. focuses on speed, sorts out room duplicates from suppliers and reconciles them into groups.
It also returns the separation & rewritten name but is primarily focused on sorting the best offers per room type & group the fastest.

Stop sorting your rooms by the cheapest found supplier and showing only this one.
Start generating more revenues by showing the best offer per room type available in the hotel.

Get 20% more margin avg on booking

A dynamic rebooking assistant.

In addition to right spot the best offer at start, use it to manage your own rebookings with ease. We do not handle the rebooking nore take any commission on it !
Compare all your suppliers rates instantly & at any time.

Get 15% more margin avg on rebooking

For a global mapped room inventory

The extended version of our A.I., you get a detailed separation, curated data & description in 5 languages.
Available in CSV or JSON, you can entirely map OTAs, bedbanks, channels with all specs.
You build your own mapped room database for outstanding online service, by attribute filters & customer mood or style.

The extended version returns the room range & if the room has specifics style & mood.

Bringing personalization to end customer.

Market margin compared at destination level

When mapping rooms across suppliers for hundreds hotels at the same time, you sort by GP margin per room type at a wide scale.
If you have for instance 3 bedbanks & 1 OTA, you map the public price with wholesale rates. Doing so, per hotel, per room type, you extract GP margin.
1 to 2% of offers at destination level are over 100% margin. Dont miss them.

Right spot ultra high profit opportunities.

API specifications

Room mapping & matching demo

LIVE API CALL mapping & matching 3 suppliers together LIVE API CALL

response

API stats

Deep detailed granularity aggregation demo

400 rooms from multiple suppliers matched with 1 main detailed group & other associated.
Deeper is the matching, more the intel does not aggregate too far and tries to stick as close as possible from original without transvestite reality.
But association can go deep, check the capacity (single, double, triple) in below groups deducted from bed + pax + extra bed aggregation.
Those are examples among multiple you can customize at will.

{"list":[{"name":"Standard Double Atrium View","fullTxt":{"EN":{"grp1":"1 BEDROOM STANDARD","grp2":"ATRIUM VIEW","grp3":"DOUBLE","grp4":"","grp5":"BUDGET"}},"mapping":{"BDR":[{"map":{"type":"bedroom","cat":"bedroom","Qty":1,"fullTxt":"1 BEDROOM"},"norma":{"EN":"1 bedroom","SP":"1 cuarto","PT":"1 quarto"},"root":{"EN":"1 bedroom","SP":"1 cuarto","PT":"1 quarto"}}],"BED":[{"map":{"type":["double"],"cat":["bed"],"fullTxt":"DOUBLE"},"norma":{"EN":"double bed","SP":"cama matrimonial","PT":"cama de casal"},"root":{"EN":"double bed","SP":"cama matrimonial","PT":"cama de casal"}}],"CAT":[{"map":{"type":["standard"],"cat":["budget"],"fullTxt":"STANDARD"},"norma":{"EN":"standard","SP":"estándar","PT":"padrão"},"root":{"EN":"standard","SP":"estándar","PT":"padrão"}}],"VEW":[{"map":{"type":["atrium"],"cat":["inner"],"charc":["view"],"redFlag":true,"fullTxt":"ATRIUM VIEW"},"norma":{"EN":"atrium view","SP":"vista atrio","PT":"vista átrio"},"root":{"EN":"atrium view","SP":"vista atrio","PT":"vista átrio"}}]},"descrpt":{"EN":"1 bedroom, standard, atrium view, double bed.","SP":"1 cuarto, estándar, vista atrio, cama matrimonial.","PT":"1 quarto, padrão, vista átrio, cama de casal."},"redFlag":["VEW"],"hotelId":"NC","supplier":"NC","roomRate":"432","roomCode1":268571,"roomCode2":"CODE0"},{"name":"Standard Twin Atrium View accessible","fullTxt":{"EN":{"grp1":"1 BEDROOM STANDARD","grp2":"ATRIUM VIEW","grp3":"TWIN","grp4":"ADA","grp5":"BUDGET ADA"}},"mapping":{"ADA":[{"map":{"type":["ada"],"cat":["accessible"],"accessible":true,"fullTxt":"ADA"},"root":{"EN":"accessible","SP":"accesible","PT":"acessível"},"norma":{"EN":"accessible","SP":"accesible","PT":"acessível"}}],"BDR":[{"map":{"type":"bedroom","cat":"bedroom","Qty":1,"fullTxt":"1 BEDROOM"},"norma":{"EN":"1 bedroom","SP":"1 cuarto","PT":"1 quarto"},"root":{"EN":"1 bedroom","SP":"1 cuarto","PT":"1 quarto"}}],"BED":[{"map":{"type":["twin"],"cat":["twin"],"fullTxt":"TWIN"},"norma":{"EN":"twin","SP":"gemini","PT":"gêmeos"},"root":{"EN":"twin","SP":"gemini","PT":"gêmeos"}}],"CAT":[{"map":{"type":["standard"],"cat":["budget"],"fullTxt":"STANDARD"},"norma":{"EN":"standard","SP":"estándar","PT":"padrão"},"root":{"EN":"standard","SP":"estándar","PT":"padrão"}}],"VEW":[{"map":{"type":["atrium"],"cat":["inner"],"charc":["view"],"redFlag":true,"fullTxt":"ATRIUM VIEW"},"norma":{"EN":"atrium view","SP":"vista atrio","PT":"vista átrio"},"root":{"EN":"atrium view","SP":"vista atrio","PT":"vista átrio"}}]},"descrpt":{"EN":"1 bedroom, standard, atrium view, twin.","SP":"1 cuarto, estándar, vista atrio, gemini.","PT":"1 quarto, padrão, vista átrio, gêmeos."},"redFlag":["VEW"],"hotelId":"NC","supplier":"NC","roomRate":"432","roomCode1":268593,"roomCode2":"CODE1"},{"name":"Standard Double City View","fullTxt":{"EN":{"grp1":"1 BEDROOM STANDARD","grp2":"CITY VIEW","grp3":"DOUBLE","grp4":"","grp5":"BUDGET"}},"mapping":{"BDR":[{"map":{"type":"bedroom","cat":"bedroom","Qty":1,"fullTxt":"1 BEDROOM"},"norma":{"EN":"1 bedroom","SP":"1 cuarto","PT":"1 quarto"},"root":{"EN":"1 bedroom","SP":"1 cuarto","PT":"1 quarto"}}],"BED":[{"map":{"type":["double"],"cat":["bed"],"fullTxt":"DOUBLE"},"norma":{"EN":"double bed","SP":"cama matrimonial","PT":"cama de casal"},"root":{"EN":"double bed","SP":"cama matrimonial","PT":"cama de casal"}}],"CAT":[{"map":{"type":["standard"],"cat":["budget"],"fullTxt":"STANDARD"},"norma":{"EN":"standard","SP":"estándar","PT":"padrão"},"root":{"EN":"standard","SP":"estándar","PT":"padrão"}}],"VEW":[{"map":{"type":["city"],"cat":["city"],"charc":["view"],"fullTxt":"CITY VIEW"},"norma":{"EN":"city view","SP":"vista ciudad","PT":"vista cidade"},"root":{"EN":"city view","SP":"vista ciudad","PT":"vista cidade"}}]},"descrpt":{"EN":"1 bedroom, standard, city view, double bed.","SP":"1 cuarto, estándar, vista ciudad, cama matrimonial.","PT":"1 quarto, padrão, vista cidade, cama de casal."},"hotelId":"NC","supplier":"NC","roomRate":"432","roomCode1":268594,"roomCode2":"CODE2"},{"name":"Standard Twin City View","fullTxt":{"EN":{"grp1":"1 BEDROOM STANDARD","grp2":"CITY VIEW","grp3":"TWIN","grp4":"","grp5":"BUDGET"}},"mapping":{"BDR":[{"map":{"type":"bedroom","cat":"bedroom","Qty":1,"fullTxt":"1 BEDROOM"},"norma":{"EN":"1 bedroom","SP":"1 cuarto","PT":"1 quarto"},"root":{"EN":"1 bedroom","SP":"1 cuarto","PT":"1 quarto"}}],"BED":[{"map":{"type":["twin"],"cat":["twin"],"fullTxt":"TWIN"},"norma":{"EN":"twin","SP":"gemini","PT":"gêmeos"},"root":{"EN":"twin","SP":"gemini","PT":"gêmeos"}}],"CAT":[{"map":{"type":["standard"],"cat":["budget"],"fullTxt":"STANDARD"},"norma":{"EN":"standard","SP":"estándar","PT":"padrão"},"root":{"EN":"standard","SP":"estándar","PT":"padrão"}}],"VEW":[{"map":{"type":["city"],"cat":["city"],"charc":["view"],"fullTxt":"CITY VIEW"},"norma":{"EN":"city view","SP":"vista ciudad","PT":"vista cidade"},"root":{"EN":"city view","SP":"vista ciudad","PT":"vista cidade"}}]},"descrpt":{"EN":"1 bedroom, standard, city view, twin.","SP":"1 cuarto, estándar, vista ciudad, gemini.","PT":"1 quarto, padrão, vista cidade, gêmeos."},"hotelId":"NC","supplier":"NC","roomRate":"432","roomCode1":268595,"roomCode2":"CODE3"},{"name":"Standard Double Atrium View","fullTxt":{"EN":{"grp1":"1 BEDROOM STANDARD","grp2":"ATRIUM VIEW","grp3":"DOUBLE","grp4":"","grp5":"BUDGET"}},"mapping":{"BDR":[{"map":{"type":"bedroom","cat":"bedroom","Qty":1,"fullTxt":"1 BEDROOM"},"norma":{"EN":"1 bedroom","SP":"1 cuarto","PT":"1 quarto"},"root":{"EN":"1 bedroom","SP":"1 cuarto","PT":"1 quarto"}}],"BED":[{"map":{"type":["double"],"cat":["bed"],"fullTxt":"DOUBLE"},"norma":{"EN":"double bed","SP":"cama matrimonial","PT":"cama de casal"},"root":{"EN":"double bed","SP":"cama matrimonial","PT":"cama de casal"}}],"CAT":[{"map":{"type":["standard"],"cat":["budget"],"fullTxt":"STANDARD"},"norma":{"EN":"standard","SP":"estándar","PT":"padrão"},"root":{"EN":"standard","SP":"estándar","PT":"padrão"}}],"VEW":[{"map":{"type":["atrium"],"cat":["inner"],"charc":["view"],"redFlag":true,"fullTxt":"ATRIUM VIEW"},"norma":{"EN":"atrium view","SP":"vista atrio","PT":"vista átrio"},"root":{"EN":"atrium view","SP":"vista atrio","PT":"vista átrio"}}]},"descrpt":{"EN":"1 bedroom, standard, atrium view, double bed.","SP":"1 cuarto, estándar, vista atrio, cama matrimonial.","PT":"1 quarto, padrão, vista átrio, cama de casal."},"redFlag":["VEW"],"hotelId":"NC","supplier":"NC","roomRate":"470.4","roomCode1":268572,"roomCode2":"CODE4"},{"name":"Standard Double Atrium View","fullTxt":{"EN":{"grp1":"1 BEDROOM STANDARD","grp2":"ATRIUM VIEW","grp3":"DOUBLE","grp4":"","grp5":"BUDGET"}},"mapping":{"BDR":[{"map":{"type":"bedroom","cat":"bedroom","Qty":1,"fullTxt":"1 BEDROOM"},"norma":{"EN":"1 bedroom","SP":"1 cuarto","PT":"1 quarto"},"root":{"EN":"1 bedroom","SP":"1 cuarto","PT":"1 quarto"}}],"BED":[{"map":{"type":["double"],"cat":["bed"],"fullTxt":"DOUBLE"},"norma":{"EN":"double bed","SP":"cama matrimonial","PT":"cama de casal"},"root":{"EN":"double bed","SP":"cama matrimonial","PT":"cama de casal"}}],"

Group 1 with type, category, view, single use, beds, capacity, accessible

group 1

Group 2 with capacity, ada, range, style, pax usage, single use

group 2

global map / hotel ID + room Codes mapped

Expedia & HBG example for the Breakers Hotel in Boca Raton.
Create a normalized room db cache.
Group & match your suppliers rooms rates

static / online portal

Use the online interface with your XLS lists

Upload data, launch & forget your matching jobs.
Check progress online. Get email notification with result download link.
No hard learning curve. Meta-matching brings simplicity.

- Drag & drop

Drag & drop multiple XLS lists to process.

- Launch job

Select the languages options, the needed file format (json, csv, zip).

- Get result

Receive the download result link via email.

Book a demo

info@room-matching.com

room dynamic mapping

monthly subscription. per month rate

reconcile your supplier's rooms rates at hotel level.

startup

Up to 100K rooms

free

per month

standard

Up to 1M rooms

^€299

per month

large

Up to 3M rooms

^€499

per month

enterprise

Up to 5M rooms

^€699

per month

premium

Up to 10M rooms

^€899

per month

ultimate

unlimited rooms

call

per month

room static mapping

monthly subscription. per month rate

For hotel + room global inventory management. room cache database maintenance.

startup

Up to 100k rooms

^€free

per month

standard

Up to 1M rooms

^€199

per month

large

Up to 3M rooms

^€399

per month

enterprise

Up to 5M rooms

^€599

per month

premium

Up to 10M rooms

^€799

per month

ultimate

unlimited rooms

call

per month

hotel ID mapping

monthly subscription. per month rate

supplier integration-less & agnostic

Cost model by number of rows mapped per month.
Flat fee 199 € / month.

startup

100k rows

^€free

standard

Up to 1M rows

^€199

large

Up to 3M rows
flat fee/month: 199 €

^€299

enterprise

Up to 5M rows
flat fee/month: 199 €

^€399

premium

Up to 10M rows
flat fee/month: 199 €

^€499

ultimate

unlimited rows
flat fee/month: 199 €

call

Book a demo

info@room-matching.com

About us

Who we are

We offer a new alternative mapping SaaS, working with any inventory. A more reactive & simpler way, independant from supplier changes or tiers. A new alternative for more independence.

How we do it

With a cutting edge, software as a service, technology , you can process in real time your room matching requests. Our Artificial Intelligence simplifies dynamically all room type & rate code, maps & matches across multi-channels in a split of a second.

Clear technology

RM technology is suppliers agnostic , no installation needed and none of your suppliers credentials is needed. An easy integration being universal across sources.

Travel Alliance

Address

Travelalliance.com
Miami USA - Paris France

Email

info@room-matching.com

Hospitality Big data
Natural Language A.I.

room hotel content
map match dedupe

we convert unstructured data into qualified booking, normalized presentation, productivity & profitability, B2B to B2C cleanse website , automated rebooking

Services

We bring NLP innovation to
room type matching, content mapping, B2C personalization, B2B to B2C normalization