Travel data mapping A.I. - big data de-duplication, cleansing & normalization

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 6 translated & normalized descriptions. (EN SP PT FR IT DE).

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.

API specifications

dynamic / hotel level

Live API call demo: click the "map to B2C" button below & navigate the JSON room result.

JSON response

API stats

static / destination level

click below image to download an extract from OTA hotels.
RoomTypeName & RoomTypeDescription HTML combined, mapped.

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

pay as you use

Supplier's short description text. size restriction applies (main criteria only *)
Map, curate, dedupe, normalize & reconcile your supplier's rooms & rates at hotel level

Cost model by volume of rooms per month. Usage: one hotel per call.
Flat fee 199 € / month.

provided within below services:
response time < 1s - no suppliers limit - complete separation & filters
reconcile room groups - description normalization & translation

startup

Up to 300K rooms
addi. 300K: 200 €
iso2 in: 1 only
EN
iso2 out: 2 among
EN SP PT FR IT DE
addi. iso2 out: 100 €

^€199

per month

budget

Up to 1M rooms
addi. 500K: 150 €
iso2 in: 1 only
EN
iso2 out: 3 among
EN SP PT FR IT DE
addi. iso2 out: 100 €

^€390

per month

standard

Up to 3M rooms
addi. 1M: 100 €
iso2 in: mix 2
EN SP PT FR IT DE
iso2 out: 4 among
EN SP PT FR IT DE
addi. iso2 out: 100 €

^€590

per month

large

Up to 10M rooms
addi. 1M: 60 €
iso2 in: mix 2
EN SP PT FR IT DE
iso2 out: 5 among
EN SP PT FR IT DE
addi. iso2 out: 100 €

^€990

per month

SaaS

Up to 30M rooms
addi. 1M: 40 €
iso2 in: mix 3
EN SP PT FR IT DE
iso2 out: 6
EN SP PT FR IT DE
addi. iso2 out: --

^€1900

per month

server-less

200M + rooms
addi. 1M: --
iso2 in: mix 3
EN SP PT FR IT DE
iso2 out: 6
EN SP PT FR IT DE
addi. iso2 out: --

^€3900

start from

room static / semi dynamic mapping

pay as you use

Long description text (details & amenities - hotelier brochure - html page)
Map, curate, dedupe, normalize & reconcile in details hotel rooms at destination level, result is cache & database ready.

Cost model by volume of rooms per month. Usage: 5.000 hotels max limit per call.
Flat fee 199 € / month.

provided within below services:
response time: pool service (result via email) or long post (JSON response) - no suppliers limit - complete separation & filters - reconcile room groups
per criteria normalization - API JSON & online csv import/export - rewritten description & groupBy customization
with database fullText indexes (mysql match against ready).

startup

Up to 300k rooms
addi. 300K: 200 €
iso2 in: mix 2
EN SP PT FR IT DE
addi. iso2 in: 200 €
iso2 out: 2 among
EN SP PT FR IT DE
addi. iso2 out: 100 €

^€199

per month

budget

Up to 1M rooms
addi. 1M: 200 €
iso2 in: mix 2
EN SP PT FR IT DE
addi. iso2 in: 200 €
iso2 out: 4 among
EN SP PT FR IT DE
addi. iso2 out: 100 €

^€390

per month

standard

Up to 3M rooms
addi. 1M: 100 €
iso2 in: mix 2
EN SP PT FR IT DE
addi. iso2 in: 200 €
iso2 out: 4 among
EN SP PT FR IT DE
addi. iso2 out: 100 €

^€590

per month

large

Up to 10M rooms
addi. 1M: 60 €
iso2 in: mix 3
EN SP PT FR IT DE
addi. iso2 in: 200 €
iso2 out: 6
EN SP PT FR IT DE
addi. iso2 out: none

^€990

per month

SaaS

Up to 30M rooms
addi. 1M: 40 €
iso2 in: mix 3
EN SP PT FR IT DE
addi. iso2 in: 200 €
iso2 out: 6
EN SP PT FR IT DE
addi. iso2 out: none

^€1900

per month

server-less

200M + rooms
addi. 1M: --
iso2 in: 6
EN SP PT FR IT DE
addi. iso2 in: --
iso2 out: 6
EN SP PT FR IT DE
addi. iso2 out: --

^€3900

start from

hotel ID mapping

pay as you use

click to know more about our hotel ID & address deduplication across our hotel-matching.com services.

Launch & forget jobs - EN FR DE IT SP PT supported
supplier integration-less & agnostic - map match dedupe 100% accuracy

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

provided within below services:
no suppliers limit - map from zero - OTA, bed banks, rentals, local DMC, your XLS or any other source.
Comes with a powerful API giving you complete control over your work.

city

Up to 1M rows
flat fee/month: 199 €

^€199

capital

Up to 2M rows
flat fee/month: 199 €

^€300

region

Up to 5M rows
flat fee/month: 199 €

^€400

country

Up to 10M rows
flat fee/month: 199 €

^€600

continent

Up to 20M rows
flat fee/month: 199 €

^€800

world

Up to 40M rows
flat fee/month: 199 €

^€1200

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.

Call Us

Address

Prima Services
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