Travel & hospitality

Search by the trip, not the hotel name.

Travellers search by mood, month and company. AACSearch matches intent to destinations and offers, ranks by distance from points of interest, and answers questions from property descriptions.

Queries plain keyword search gets wrong

тёплое море в ноябре с детьмиmood + month + companyотель у пляжа всё включеноamenitiesтихий отель без детейnegationрядом с центромproximity

Where search loses customers today

Intent without a destination

Many travellers don't know where they want to go; search requires a city.

Amenity questions

Pool, breakfast, transfers — answers are in long descriptions.

Proximity

Distance to the beach or centre decides the booking.

How AACSearch solves it, layer by layer

Each card names the capability behind it. Items marked “in development” are designed and scheduled, not live yet.

Finds the right item from the first letters — typos, synonyms, filters, meaning.

Intent search

Semantic matching of moods and needs to destinations and offers.

Geo ranking

Distance from a point of interest as a sort and filter.

Natural-language filters

Board type, family-friendly and price extracted from the query.

Widens the basket: similar, frequently together, personal.

Similar stays

Alternatives when dates are unavailable.

Answers questions a filter can't, citing your own catalogue and docs.

Property answers

Answers about amenities and policies from property descriptions, with citations.

Learns how items, queries and topics connect — and leads the visitor to the goal.

Trip missions

Will group destinations, hotels and activities into trip types (“family beach in autumn”) from behaviour.

One visitor, from first query to goal

What the visitor does on the left, what AACSearch does on the right.

  1. 1

    Dream

    Types “тёплое море в ноябре с детьми”.

    Suggests destinations and family-friendly hotels for November.

    Semantic and hybrid search
  2. 2

    Check

    Asks whether the hotel has a kids' pool.

    Answers from the property description with a citation.

    AI answers with citations
  3. 3

    Alternatives

    The chosen dates are sold out.

    Shows similar stays nearby for the same dates and budget.

    Recommendations

Your first two weeks

A typical rollout for this industry. Most teams are live on day one and spend the rest of the time measuring and tuning.

  1. Day 1

    Import properties with coordinates and amenities.

  2. Day 2

    Enable meaning-based search for trip-intent queries.

  3. Week 1

    Index property descriptions for the assistant.

  4. Week 2

    Measure search-to-booking rate.

What to measure

The numbers to judge a rollout by. Compare them with an A/B split or a before/after window on the same traffic.

Search-to-booking rate
Bookings per search session.
Zero-result rate
Intent searches that used to return nothing.
Assistant-to-booking rate
Answered property questions that end in a booking.

Connects to

  • JSON / CSV feed
  • REST API
  • Embed widget

Capabilities used

Coming next

Search for Travel & hospitality, live this week

Connect a feed or a site, embed one script, and measure the difference on your own traffic.