hotel & room mapping A.I.
Skyrocket conversion and profit
Metamorphose the user experience
Type & specs
Covering all room's facets.
Type, category, view, beds, policies, amenities...
High personalization for your website in 5 languages. (Customizable)
Group similar
Grouped suppliers' rooms by type & specs.
Duplication removal & rates compared. (Customizable)
Room range
Grouped by range & essentials.
(moderate, luxe, high-end, family...).
Envision a market. Fintech at wider scale. (Customizable)
Attributes score
Sorted by attributes valuation. More offered, higher the score.
From corner, category, view specs... to rooftop, amenities... (Customizable)
Custom profiling
Mapping & matching are fully customizalble.
Use our presets or customize your own.
On the fly
We map what you send us.
No cache used.
Upload an inventory or send your list to the API.
In real-time
Compare rates at search level or process millions within minutes.
Instantly mapped. No suppliers, hotels or rooms limit.
High coverage
> 99% coverage, multilingual.
Get all types, categories, views & much more.
Clean website
Have a smart customer friendly website.
B2B lingo is rewritten to readable B2C.
Smart optimization
Get the cheapest per room type & selected attributes.
Right spot best value for the money.
Fintech
Use simpler filtering & sorting.
Map logs & bookings history. Fast forward your Fintech & price prediction.
Customer oriented
- Increasing discoverability.
- Improve retention, conversion.
- Enhancing overall SEO.
- Providing a better UX.
- Strengthening brand loyalty.
- Fast forward selection.
- Fine-tuning search for sales.
Rate optimization
- 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.
Market fintech
- Room range rate analytic.
- Map & value your logs.
- ABS oriented ready mapping.
- Room attr granular compset.
- Json & csv for every needs.
- Ease to use sorting tools.
- Hotelier advanced insights.
a B2B2C tool
all in 1 solution
a powerful API
high automation
live instant speed
smart & accurate
Looking for hotel ID mapping ?
https://hotel-matching.com
Show the hotel's complete room range, deduplicated from suppliers and properly hierarchized.
Add personalization to your website. Offer a search engine working at hotel,
rental & room level.
Add personalization to your website. Offer a search engine working at hotel, rental & room level.
Integration & usage
API
For an easy access.
Dedicated
Ultra high speed cluster.
Cloud
Docker. Deploy within infra.
Fast API
Our in house A.I. is a Natural Language Processing database-less SaaS.
Map millions within minutes.
High volume
We tailor made you a high frequency mapper.
Should you need billions mappings per day to process in real time.
In infra
We know security, stability & secrecy is important.
Our solution is anonymous, autonomous, without dependencies or tiers.
Static cache
Map your listings, suppliers, logs and booking history.
Upload your listings or stream them live. Unlimited quantity.
Hybrid cache/avail.
You want to update new ones when appearing.
Send them and update your inventory in real time.
Dynamic avail.
You want to map every availability calls to suppliers in real-time.
Send the complete list & receive the result within a second.
All purpose dataset
Get a detailed normalized dataset across hotel, rental & room descriptions. Turnkey for ML training & predictions.
| room_name | room_main | hotl_code | sppl_code | room_code | rate_plan | room_rate | meal_plan | attr_type | type_labl | attr_cteg | rang_labl | attr_view | view_labl | attr_amn1 | attr_bdrm | bdrm_labl | .... | fast_train | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| premium treehouse vue méditerranée 3 large bedroom | rental | 100258 | 1 | 1789654 | 65433 | 524 | ___ | treehouse | atypic | premium | luxe | mediterranean | sea | ___ | 3 | large, family | ... | [54.0000, 1.0000, 31.9160, 0.0000, 0.0000...] | |
| suite highflr side beach vx | room | 100589 | 2 | 7896541 | 14785 | 240 | breakfast | suite | ___ | standard | ___ | side | beach | high floor | 1 | ___ | ... | [63.0000, 0.0000, 27.2498, 0.0000, 1.0000...] | |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
A wide range of scenarios
6 languages IN
Our solution works simultaneously in 6 languages for the input, mixed or not. (EN ES PT FR IT DE)
Hoteliers, locals, often use their mother language in conjunction with English inside room description.
| supplier | lang IN | room name |
|---|---|---|
| A | EN | 2 king suite sea view |
| B | PT & ES | suite 2 camas king vista mar |
| C | EN + FR | suite 2 king beds VUE MER |
6 languages OUT
Separation available in 6 languages on demand.
Group & range available in english only.
Descriptions are translated into 6 languages.
| mixed | EN + FR | suite 2 king beds VUE MER |
|---|---|---|
| 1 | EN | Suite sea view, 2 king beds |
| 2 | ES | Suite vista mar, 2 camas king |
| 3 | PT | Suíte vista mar, 2 camas king |
| 3 | FR | Suite vue mer, 2 lits king |
| 3 | IT | Suite vista mare, 2 letti king |
| 3 | DE | Suite Meerblick, 2 Kingsize-Betten |
Customization
Separation, group, range, score & lang are customizable.
Group similar as you want. Show & rewrite the room as you like it.
| # | Rewrite it as needed |
|---|---|
| 1 | Suite sea view, 2 kings. |
| 2 | Sea view suite, 2 kings. |
| 3 | Sea view, 2 king beds suite. |
Compatible with hotel mapping providers
Our solution is trans-vertical, agnostic & works seamlessly with a vast majority of actors.
This includes Giata, Vervotech, Gimmonix, bed-bank, OTA, Airbnb, GDS, B2B source or for channel & OTA on-boarding automation.
Covering all room's facets
Mapping a large number of attributes allows for "in context" analytic with higher precision.
We are using 20 topics dictionaries splitted into 4 groups, depending on their importance for matching.
Customize your groups by keeping or removing an attribute.
| code | name | example |
|---|---|---|
| BDR | room generic | 1 bedroom, 2 bedrooms... |
| TYP | room type | suite, loft, dormitory... |
| CAT | class & category | standard, deluxe, corner... |
| VEW | view, side, sight | sea/pool view, hill side, no view... |
| BED | beds | double or twin, king bed, sofa... |
| BLC | balcony, patio | balcony, terrace... |
| CAP | capacity | single, double, triple... |
| SGL | single use | 1 pax, single use... |
| PAX | pax usage | no child, 2ad+1ch... |
| SHR | anything shared | bathroom, bedroom... |
| code | name | example |
|---|---|---|
| COK | cooking | kitchen... |
| WWW | internet | wifi... |
| CAR | parking | free parking... |
| AMN | in room amenities | safe, minibar... |
| FAC | out room facilities | spa, pool, lounge... |
| SQF | surface | 30 m2/ 300 sqf.... |
| code | name | example |
|---|---|---|
| MKG | marketing & name | stunning, art deco... |
| CHA | Chains | marriott... |
| FLR | floor | top floor, ground floor... |
| ADA | Accessible | roll in... |
| code | name | example |
|---|---|---|
| REF | refundable | no ref, refundable... |
| CAN | cancelable | NC, cancelable... |
| DEP | deposit | required... |
| MBR | membership | members only... |
| PLA | plan & promo | on sale, early birds... |
| BRD | board | AI, half-board... |
| SMK | smoking | no smoking, smoking... |
Similar rooms grouped
Granularity aggregation: It defines the number of attributes to use to match similarities.
Our solution returns an index per room, being its group. Customizable.
Example: Matching accessibility.
| room code | room name | group |
|---|---|---|
| 3476654 | superb suite, lounge access,sea view & 2 king beds accessible | SUITE SEA VIEW ACCESSIBLE |
| ST.VX.ADA | Suite vista mar, 2 king + lounge & roll in shower | SUITE SEA VIEW ACCESSIBLE |
| 2DBL-STE-SEA | suite sea vx 2 double bed ADA compliant. | SUITE SEA VIEW ACCESSIBLE |
Example: Matching capacity.
| room code | room name | group |
|---|---|---|
| 134564 | superb suite, lounge access,sea view for 2 adults | SUITE SEA VIEW (DOUBLE) |
| ST.VX2.KG | Suite vista mar, king | SUITE SEA VIEW (DOUBLE) |
| DBL-STE | double suite sea vx. | SUITE SEA VIEW (DOUBLE) |
From a few to billions of rooms.
Parsing 100, 10000, 1 million availability calls to your suppliers every day ?
Processing 10 Billions rooms per month across 20 suppliers ?
Included features
Cost & usage
Included features
Cost & usage
portal
room A.I.
hotel A.I.
A geek since 10 mastering code languages, heuristic, NLP, ML, prediction, systems & algorithms.
My solution is agnostic, fast & reliable.
Customer & personalization oriented .
Designed for on the fly & speed.
Optimized for volume @ low cost.
I make data work for you
Working with me:
Immediate support. You have the highest expertise on the market and a flow of innovations in your hands.
Olivier Boinet
Hospitality big data A.I. Pioneer
Glossary
Natural Language Processing
NLP:
Splitting a text
into sortable data
Our in house technology 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
NLU:
Matching together
group similar
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
NLG:
Rewriting a 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.
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