Room type mapping
Room attributes separation

Hotel & vacation rental
Hospitality content mapping

mapping services

Static room type - cache creation
Dynamic room - rate & markup
Hotel content - type & amenities
Rental type - view, beds & specs
What to do with it

Price & markup optimization
Smart & nice UX room show
Search engine & smart UX
Optimized revenue management
Room range & rate prediction
By selected attributes Fintech
Room matching dynamic markup & reward, best value for the money, high productivity & margin, a personalized experience
Benefits
bulletpoint

Customer oriented

- Implementing personalization
- Increasing discoverability
- Improve retention, conversion
- Enhancing overall SEO
- Providing a better UX
- Strengthening brand loyalty
- Fast forward selection
- Fine-tuning search for sales
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Price optimization

- Get the best value for the money
- Compare margin per room range
- Increase booking sales
- Compare rates @ room avail.
- Snap more revenue on the fly
- Apply a dynamic markup model
- For high rewards & profitability.
- Lower L2B & enhance productivity
bulletpoint

Artificial intelligence

- RM @ selected attributes
- Room range rate prediction
- Personalization search engine
- pyTorch tensorflow OpenAi csv
- ABS automated onboarding
- Room attr granular compset
- Json & csv for data scientists
- Pre-trained & recursive models

a B2B2C tool
all in 1 solution
a powerful API
high automation
live instant speed
smart & accurate

Extensive compatibility

Real time mapping
-
Dynamic price optimization

bulletpoint

Cheapest per type & specs

Use room-matching dynamically to compare room rates returned by your suppliers.
We map & remove duplicates across the list, and group the similar ones together.

Use it to survey a preferred option search & catch the right time to book or to find the best opportunity at T-time. Automatically filter who is having the cheapest offer.

Get the best rates across the hotel's rooms range.

bulletpoint

Upgrading & repricing

When doing a booking rate survey by remapping the room across suppliers availabilities until check-in. Goal is to check if the rate goes down & if so, process a cancel/rebook.

You can automate a recheck, depending on your best sellers, anticipated sells, bookings log, preferred season, cancel policy date.

Enhance your repricing model by also checking if an offer at the same hotel has better specs & attributes for the price.

"best value for the money" upgrading.

bulletpoint

Dynamic markup

Applying a dynamic markup model is simpler than you think.
Needed: an OTA as supplier to get the BAR public rate & at least one B2B supplier or bed-bank (more is better).

Example:
Room BAR is $200. cheapest B2B is $120
Markup can be dynamically set at 50% or $80 for a win/win. $40 you, $40 customer. You control the margin intermediation.

Sort offers by profitability for high rewards.

bulletpoint

Vertical B.I.

In some cases, a commission model is better, and in other scenarios, the gross wholesale model is.

Anticipate the best buying period. Right spot the best deal.

A collateral benefit is easing vertical distribution B.I. & parity check across actors.

Control margin split per room type & group either at hotel level or at a large scale.

Envision a global market profitability.

bulletpoint

The cream of the crop

Zooming at the peak of the curve (golden triangle) at destination level search, there is a 2% chance to hit a +80% margin offer. Sometimes more. It depends on availabilities & the number of mapped suppliers.

Mapping hundreds of hotels at destination, you end up with 50 to 100k rooms mapped for profit.

More than 100 of them are constantly "rotating" available on a market, with a margin ranging from 80% to 200% (seen).

Snap the high $ rooms to push on your website.

golden margin triangle
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Real-time mapping

To map & standardize your rooms within a minimal processing time.

For a TA, the cost of an additional 1 second lag for 1000 rooms (average number of rooms we see) is acceptable.
The productivity ratio is by far in favor of having rooms sorted out.


For B2C, OTA, you need to go faster. We have solutions for it.
Use dynamic mapping to compare rates & apply a dynamic markup model.
Use static mapping to create a cache & add personalization to your website.


Our solution works seamlessly with your system.

bulletpoint

Dynamic explained

dynamic mapping versus static mapping

how it works
-
all in 1 standardization tool

Natural Language Processing

Natural Language Processing
NLP: Splitting a text
into sortable data
Our in house technology chunks a text into sections, scans terms, sorts out attributes.
Our in house NLP A.I. chunks a text into sections, scans terms, sorts out attributes.
Text Mining: It can be an hotel, rental or room name, a more complete text description.

A text size of a page can be passed.
(mapping time may vary)

Natural Language Understanding

Natural Language Understanding
NLU: Matching together
group similar
Rebuilding the room with cleansed data. Grouping similar rooms together.
Rebuilding the room with cleansed data. Grouping similar rooms together.
Categorization: Matching is grouping the rooms based on normalized data using a defined number of attributes.

Our solution groups similar rooms together at multiple levels (customizable).

Natural Language Generation

Natural Language Generation
NLG: Rewriting a description
Rewriting a cleansed, standardized description.
Rewriting a cleansed, standardized description.
Highlighting: NLG is the counterpart of context analysis: its goal is to transform data into text.

Mimic Booking, Expedia on your website or set your own style.

Fast integration
-
Any infra type & size

Our solution can be integrated in multiple ways

API
Simply connect to our API.
Direct
Dedicated ultra high speed cluster.
Cloud
In infra. Deploy within your AWS.
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Innovation & development

Our in house NLP A.I. is a Natural Language Processing database-less SaaS.

It does not rely on traditional algorithms & is insensitive to the quantity of data to handle.

Any attributes dataset can be imported in it & mapped right away.

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covering your business goals

We can tailor made you a 4000 rooms per sec handling 100 // calls per sec application.

A dedicated mapping/matching application customized to your needs.

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Infrastructure & deployment

We know security, stability & secrecy is important for you and room mapping is at the heart of application.

Our solution is anonymous, autonomous, without dependencies or tiers.

new logo Current research
-
Inventory virtualization
on demand ID table mapping & maintenance new logo

Market status:
Traditionally, when you build an inventory, you are using a mapped ID table.
The benefits are obvious but by essence, an inventory is an additional layer to maintain.
Despite using modern technics like machine learning, ID table maintenance is power & time consuming.
All through, working, you end up using a few % of the maps between each update.
To drastically reduce inventory maintenance, mapping time & cost in general.
Virtualization benefits:
By being able to use virtualization mapping at search level, the goal is to refresh IDs & rooms on demand.
Either when creating a new inventory, or updating one.
You might think why would I need to constantly remap the same ? You do not, despite being possible.
You turn it on demand, use it in // of your search engine with your current inventory Ids to be updated.

Case study: you have 5000 best sellers, you need them "hot" with up to date content more frequently than 99% needing an update once a month.

To have a dynamically updated, maintenance-less & fresh inventory.
Inventory building:
Our ID mapper is a new lightweight alternative for hospitality inventory creation.
To map ID + room codes simultaneously.
Inventory virtualization:
Mapping ID & rooms "on the fly".
No inventory maintenance needed.
Dynamic ID mapping at search level.
How it works:
No ID or room codes cache needed.
ID, room codes & type mapping are done "live".
Data directly from suppliers' inventory.
No pre mapped ID service needed.
Below demo maps in real time IDs & rooms from:
expedia, getaroom, gimmonix, goglobal, hotelbeds, innstant, mikitravel, ratehawk, sunhotels, tboholidays, airtours, booking.
Plus hotel & vacation rental separation at address.
With mapped ID table:
Our Natural Language Processing A.I., adapted to ID mapping, eliminates false positive.
The goal are, first an error free mapping, second to reach +99%.
click below & see it for yourself.
Participate in the research program
Tell us what you would like to see on the interface & we will add it. Get free access.
info@room-matching.com
Inventory builder prototype interface:

supplier's ID by type mapping
coming soon. free access for the online interface. ( registration needed )
travel alliance consulting
Static room type mapping
For room level inventory creation & fast maintenance.
Map your lists & create a cache. Add personalization to your website.
Upload your csv files or directly use the API.
3 Millions mappings max per hour, per vcore.
Buy more online.
Monthly subscription.
  • 1 Million rooms per month
299 Euros
good for 1 inventory


Available topics.


bedroom
1, 2, 3...
type
suite, loft...
class / category
deluxe, corner...
view
sea, side, front...
balcony
balcony, patio...
capacity
single, double...
accessible
ada, roll-in...
smoking
or not...
sharing
bathroom...
pax policy
for adults...
ext. view/poi
monkey island...
bed
king, extra...
single use
1 pax...
marketing
splendid...
chains
Hilton...
floor
top floor...
refund policy
refundable...
cancel policy
cancelable...
deposit policy
required...
membership
limitations...
plan
early bird...
board
breakfast...
cooking
kitchen...
internet
wifi...
parking
free, self ...
amenities
spa, fridge...
surface
30 m2/ 300 sqf....


Additionals.

mapping
separation
matching
similar grouped
redflag
annex, no view...
custom rewrite
dscrpt. sequencing
curated ctrl
100% mapped ?
description out
English
Spanish
Portuguese
French
Italian
  • 20 Millions rooms per month
499 Euros
about 5 sources


Available topics.


bedroom
1, 2, 3...
type
suite, loft...
class / category
deluxe, corner...
view
sea, side, front...
balcony
balcony, patio...
capacity
single, double...
accessible
ada, roll-in...
smoking
or not...
sharing
bathroom...
pax policy
for adults...
ext. view/poi
monkey island...
bed
king, extra...
single use
1 pax...
marketing
splendid...
chains
Hilton...
floor
top floor...
refund policy
refundable...
cancel policy
cancelable...
deposit policy
required...
membership
limitations...
plan
early bird...
board
breakfast...
cooking
kitchen...
internet
wifi...
parking
free, self ...
amenities
spa, fridge...
surface
30 m2/ 300 sqf....


Additionals.


mapping
separation
matching
similar grouped
redflag
annex, no view...
custom rewrite
dscrpt. sequencing
curated ctrl
100% mapped ?
description out
English
Spanish
Portuguese
French
Italian
  • 50 Millions rooms per month
999 Euros
good for 20 sources


Available topics.


bedroom
1, 2, 3...
type
suite, loft...
class / category
deluxe, corner...
view
sea, side, front...
balcony
balcony, patio...
capacity
single, double...
accessible
ada, roll-in...
smoking
or not...
sharing
bathroom...
pax policy
for adults...
ext. view/poi
monkey island...
bed
king, extra...
single use
1 pax...
marketing
splendid...
chains
Hilton...
floor
top floor...
refund policy
refundable...
cancel policy
cancelable...
deposit policy
required...
membership
limitations...
plan
early bird...
board
breakfast...
cooking
kitchen...
internet
wifi...
parking
free, self ...
amenities
spa, fridge...
surface
30 m2/ 300 sqf....


Additionals.


mapping
separation
matching
similar grouped
redflag
annex, no view...
custom rewrite
dscrpt. sequencing
curated ctrl
100% mapped ?
description out
English
Spanish
Portuguese
French
Italian
  • 100 Millions rooms per month
1499 Euros
covering 40 sources


Available topics.


bedroom
1, 2, 3...
type
suite, loft...
class / category
deluxe, corner...
view
sea, side, front...
balcony
balcony, patio...
capacity
single, double...
accessible
ada, roll-in...
smoking
or not...
sharing
bathroom...
pax policy
for adults...
ext. view/poi
monkey island...
bed
king, extra...
single use
1 pax...
marketing
splendid...
chains
Hilton...
floor
top floor...
refund policy
refundable...
cancel policy
cancelable...
deposit policy
required...
membership
limitations...
plan
early bird...
board
breakfast...
cooking
kitchen...
internet
wifi...
parking
free, self ...
amenities
spa, fridge...
surface
30 m2/ 300 sqf....


Additionals.


mapping
separation
matching
similar grouped
redflag
annex, no view...
custom rewrite
dscrpt. sequencing
curated ctrl
100% mapped ?
description out
English
Spanish
Portuguese
French
Italian
Static hotel & vacation rental type mapping
Advanced mapping. Vacation rental qualification. Hotel name & description, marketing, amenities.
Map your lists & create a cache. Add personalization to your website.
Upload your csv files or directly use the API.
3 Millions mappings max per hour, per vcore.
Buy more online.
Monthly subscription.
  • 1 Million hotels per month
499 Euros
good for 1 inventory


Available topics.


bedroom
1, 2, 3...
type
suite, loft...
class / category
deluxe, corner...
view
sea, side, front...
balcony
balcony, patio...
capacity
single, double...
accessible
ada, roll-in...
smoking
or not...
sharing
bathroom...
pax policy
for adults...
ext. view/poi
monkey island...
bed
king, extra...
single use
1 pax...
marketing
splendid...
chains
Hilton...
floor
top floor...
refund policy
refundable...
cancel policy
cancelable...
deposit policy
required...
membership
limitations...
plan
early bird...
board
breakfast...
cooking
kitchen...
internet
wifi...
parking
free, self ...
amenities
spa, fridge...
surface
30 m2/ 300 sqf....


Additionals.

mapping
separation
matching
similar grouped
redflag
annex, no view...
custom rewrite
dscrpt. sequencing
curated ctrl
100% mapped ?
description out
English
Spanish
Portuguese
French
Italian
  • 5 Millions hotels per month
899 Euros
about 5 sources


Available topics.


bedroom
1, 2, 3...
type
suite, loft...
class / category
deluxe, corner...
view
sea, side, front...
balcony
balcony, patio...
capacity
single, double...
accessible
ada, roll-in...
smoking
or not...
sharing
bathroom...
pax policy
for adults...
ext. view/poi
monkey island...
bed
king, extra...
single use
1 pax...
marketing
splendid...
chains
Hilton...
floor
top floor...
refund policy
refundable...
cancel policy
cancelable...
deposit policy
required...
membership
limitations...
plan
early bird...
board
breakfast...
cooking
kitchen...
internet
wifi...
parking
free, self ...
amenities
spa, fridge...
surface
30 m2/ 300 sqf....


Additionals.


mapping
separation
matching
similar grouped
redflag
annex, no view...
custom rewrite
dscrpt. sequencing
curated ctrl
100% mapped ?
description out
English
Spanish
Portuguese
French
Italian
  • 10 Millions hotels per month
1499 Euros
good for 15 sources


Available topics.


bedroom
1, 2, 3...
type
suite, loft...
class / category
deluxe, corner...
view
sea, side, front...
balcony
balcony, patio...
capacity
single, double...
accessible
ada, roll-in...
smoking
or not...
sharing
bathroom...
pax policy
for adults...
ext. view/poi
monkey island...
bed
king, extra...
single use
1 pax...
marketing
splendid...
chains
Hilton...
floor
top floor...
refund policy
refundable...
cancel policy
cancelable...
deposit policy
required...
membership
limitations...
plan
early bird...
board
breakfast...
cooking
kitchen...
internet
wifi...
parking
free, self ...
amenities
spa, fridge...
surface
30 m2/ 300 sqf....


Additionals.


mapping
separation
matching
similar grouped
redflag
annex, no view...
custom rewrite
dscrpt. sequencing
curated ctrl
100% mapped ?
description out
English
Spanish
Portuguese
French
Italian
  • 20 Millions hotels per month
1999 Euros
covering 40 sources


Available topics.


bedroom
1, 2, 3...
type
suite, loft...
class / category
deluxe, corner...
view
sea, side, front...
balcony
balcony, patio...
capacity
single, double...
accessible
ada, roll-in...
smoking
or not...
sharing
bathroom...
pax policy
for adults...
ext. view/poi
monkey island...
bed
king, extra...
single use
1 pax...
marketing
splendid...
chains
Hilton...
floor
top floor...
refund policy
refundable...
cancel policy
cancelable...
deposit policy
required...
membership
limitations...
plan
early bird...
board
breakfast...
cooking
kitchen...
internet
wifi...
parking
free, self ...
amenities
spa, fridge...
surface
30 m2/ 300 sqf....


Additionals.


mapping
separation
matching
similar grouped
redflag
annex, no view...
custom rewrite
dscrpt. sequencing
curated ctrl
100% mapped ?
description out
English
Spanish
Portuguese
French
Italian
Real time dynamic room type mapping
For dynamic fintech, price optim. @ search level & repricing.
Map live & sort the best deals from your suppliers' availability calls.
No suppliers, rooms or hotels limit.
All features & languages included.
API Linear response: 100 rooms take 1/10 sec, 500 take half sec, 30k take 30 secs.
In infra, AWS, cloud solutions:
From 1000 (standard) to 4000 (custom) rooms / sec per async call.
Buy more online.
Monthly subscription.
  • up to 10M
    rooms
299 flat fee - 69 € per 1 M


Case study:
suppliers: 3
calls/month: 30.000
rooms/call: 150
________________
4.5M rooms total
310 € / month

  • 10 to 50M
    rooms
699 € + 15 € additional 1 M


Case study:
suppliers: 4
calls/month: 120.000
rooms/call: 300
_______________
36M rooms total
1089 € / month

  • 50 to 200M
    rooms
1299 € + 4 € additional 1 M


Case study:
suppliers: 5
calls/month: 150.000
rooms/call: 500
_______________
75M rooms total
1399 € / month

  • 200 to 500M
    rooms
1699 € + 1 € additional 1 M


Case study:
suppliers: 6
calls/month: 500.000
rooms/call: 600
________________
300M rooms total
1799 € / month

  • 500M to 1B
    rooms
2199 € + 0.7 € additional 1 M


Case study:
suppliers: 6
calls/month: 1M
rooms/call: 1000
________________
600M rooms total
2269 € / month
  • 1B to 5B
    rooms
2799 € + 0.5 € additional 1 M


Case study:
suppliers: 8
calls/month: 3M
rooms/call: 1000
______________
3B rooms total
3799 € / month
  • 5B to 10B
    rooms
4799 € + 0.4 € additional 1 M


Case study:
suppliers: 10
calls/month: 5M
rooms/call: 1200
______________
7B rooms total
5399 € / month
  • 10B to 50B
    rooms
6799 € + 0.3 € additional 1 M


Case study:
suppliers: 12
calls/month: 30M
rooms/call: 1500
_______________
25B rooms total
9999 € / month
Artificial Intelligence & datasets
The dataset can aggregates your inventory & your suppliers. Or, it can be your logs & bookings history.
You can use it for a variety of ML apps ( granular RM, geo-data market, rate predict, auto markup, TA %, ABS lvl meta search, OTA sentimental search... ).
The API response is a csv or Json dataset, turnkey for data scientists.
Train your custom model locally with PyTorch, on Google TensorFlow, AWS GPU instance.

please call.
hotel ID mapping


Making data
work for you
Hospitality distribution & connectivity
Strategy design & tech roadmap
Cloud & infrastructure cost reduction
Third parties & tech mix requirements


Technical supervising & assistance
Artificial Intelligence & personalization
Advanced fintech design thinking
Inventory & content management


travel alliance consulting

olivier boinet

Olivier Boinet
Hospitality big data expert
Travel Fintech NLP A.I. Pioneer

Glossary

Natural Language Processing

Natural Language Processing
NLP:
Splitting a text
into sortable data
Our in house technology chunks a text into sections, scans terms, sorts out attributes.
Our in house NLP A.I. chunks a text into sections, scans terms, sorts out attributes.
Text Mining: It can be an hotel, rental or room name, a more complete text description.

A text size of a page can be passed.
(mapping time may vary)

Natural Language Understanding

Natural Language Understanding
NLU:
Matching together
group similar
Rebuilding the room with cleansed data. Grouping similar rooms together.
Rebuilding the room with cleansed data. Grouping similar rooms together.
Categorization: Matching is grouping the rooms based on normalized data using a defined number of attributes.

Our solution groups similar rooms together at multiple levels (customizable).

Natural Language Generation

Natural Language Generation
NLG:
Rewriting a description
Rewriting a cleansed, standardized description.
Rewriting a cleansed, standardized description.
Highlighting: NLG is the counterpart of context analysis: its goal is to transform data into text.

Mimic Booking, Expedia on your website or set your own style.

Consulting services

Let me be the link between your business goals and the travel tech layers.
bulletpoint

Strategy

We define together your application tree structure, with validated suppliers & dependencies (API tech quality side).

You can better weight your agreements with tiers. We set the tech roadmap & I help your team plan & synchronize integration.

Speeding production to market with an all in 1 platform has advantages but it will always cost you at the end.

Having an hybrid flexible application to gain more independence (and margin) & mitigate future costs is important.
bulletpoint

Execution

My unique technical expertise allows me to scan & dialog through tech layers to validate feasibility of your needs across them.

You know the full story, pros & cons, strength & weakness of dependencies, mixed or not.

Each option weighted, checked for quality, inter-interoperability & cost vs benefit.

The customer search at location is his first contact with your hospitality data. You want quantity, quality & speed.
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Production

You are in control. Costs reduction, flexibility, scalability are always in my mind.

We set up the right cloud hospitality management to be seamless with your application.

Are you an OTA, TA, TO, building a platform, a bed-bank ? Doing rate B.I., Machine Learning, heavy payload analytic ?

Each hospitality component has its own infra specificities to be cost effective. Mix them the right way to max out efficiency.
Step into the future.
bulletpoint

Personalization

Creating the perfect tech mix between internal capabilities & tiers requires it to be ready for future development.

I sort out & assess each component or dependency development potential of your project.

bulletpoint

Development

I fast forward advanced logic designs you need.

Content aggregation & distribution, personalization @ search level, NLP search engine, databases classifications & structures.
A.I., NLP, NLU, Deep neural, LLM, OpenAI, ChatGPT, chatbot.
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A.I. fintech

- RM @ selected attributes level
- automated ABS onboarding
- PyTorch tensorflow datasets
- Room range granular compSet
- Csv & json for data scientists
- Pre-trained & recursive models
- Fine tuned sales @ search level
- Room range rate prediction ML
My only goal is you to fast forward your success.
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About me

An inventor in the DIY market, "as seen on TV" products for 25 years. Some sold today around the world.
Having worked on mass market products, branding & behavioral marketing, my vision is fundamentally customer & cost oriented.

Also a computer sciences entrepreneur for decades, with extensive knowledge in cyber-security, core opcode dev, mastering multiple languages & environments.

Bringing smart intelligences to customer is at in the heart of work.
Applied to hospitality big data, I have developed room-matching.com
bulletpoint

Working with me

I focus on the technical side & related costs vs customer benefit. I am always after constant productive exchanges.

By experience with inventions, I know innovation & success come from good ideas aggregation & shared knowledge & competences.

There is an old geek saying, "never trust a user keyboard input". When it comes to hospitality distribution & connectivity, call me Saint Thomas.
bulletpoint

Current researches

Inventory virtualization
Working on an automated inventory mapper, with a building online interface, to map at search level in real time, hotel ID & room codes.
I call it inventory virtualization. Available January 2024.
prototype:
https://meta.hotel-matching.com/IDmapping.html


travel dedicated LLMs
Machine learning has limitations.
Working on an hospitality local LLMs using a supervized NLP neural network.
Goal is to reach a high level of sentimental personalization across chatbot, speechtotext, search @ location, hotel & room levels.
hotel mapping
contact us
Who we are
We are a startup in Paris with 3 passionate about A.I & Natural Language Processing.

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

This website does not use cookies.
Consulting
Travel big data mapping tools & consulting
- NLP, NLU, NLG a la carte.
- Customer & Personalization orientation.
- Mapping algorithms, code.
- Search engine, auto-complete.
- Database cache creation.
- Indexing, labeling, training.
- Evaluation, tips & tricks.
- Inventories aggregation.
Address
Prima-services
Email
info@room-matching.com
This website does not use cookies.
travelalliance.com - room-matching.com - hotel-matching.com - 2024 - all right reserved