The smartest
hotel search
ever shipped.
We indexed the world of hospitality by atmosphere, aesthetics, and real guest sentiment. VistaLink is AI-native infrastructure for hotel research and direct bookings. Available to both developers and guests.
Describe a trip. Get booked.
Parley turns natural-language hotel research into a real reservation. Type, talk, or send screenshots - the Engine does the matching.
It's the app a great concierge would build for themselves.
No filters. No commission ladders. Tell Parley what kind of trip you want - we use data points traditionally only seen by guests on hotel pages right from the ideation / search process.
- Natural-language search. Atmosphere over keywords. Voice or text.
- Direct booking.Confirmed on the hotel's own site, not an OTA.
- Voice negotiation. Our voice agent calls hotels to unlock lower off-market rates.
- Multi-turn memory.“Like the last one but cheaper, and with a balcony.”
The Walker - Soho
Brass fixtures · Terrazzo · Jazz-era
Hotel Lyra - Bowery
Velvet · Brass · “Old Hollywood”
Multimodal intelligence,
built ground-up for hospitality.
Three indices, one match. Visual analysis of every photo. Semantic indexing of every review. Geographic + intent reasoning at the edge.
See like a guest.
Every photo across 350,820 properties analyzed across 14 aesthetic dimensions - light, materials, density, era, mood. Models tuned on hospitality, not stock photography.
Read between the ratings.
18.4 million guest reviews indexed for sentiment, vibe, and noise. We surface the things rating systems miss - what the lobby smells like, whether the bartender is funny, who the property is actually for.
Anchor on a place.
Give us an address, a restaurant, a landmark, a neighborhood - anything with coordinates. We resolve the anchor, compute walking and transit routes to every candidate, and answer the question you actually asked: how close, how easy, how worth it.
We book directly on the hotel's own site.
In seconds. At scale.
Our app and API clients execute a real booking on the property's own site in a couple of seconds - surfacing thousands of independent rooms that have never existed in any GDS, API, or OTA aggregator.
- 01
Match
Engine returns a property and live rate from our index - including the long tail of independents that no OTA has ever listed.
- 02
Automate
Our headless booking agents load the hotel's own reservation page, fill the form, and submit on the guest's behalf. No GDS. No OTA. No aggregator in the middle.
- 03
Confirm
Confirmation returns directly from the property - seconds, end-to-end. Same flow inside Parley, the REST API, and the MCP server.
Describe a trip in natural language and we hand back a confirmation number. The automation layer runs invisibly underneath.
Same automation, exposed to your stack. One call reserves a real room on the hotel's own site and returns the confirmation.
POST /v1/bookings "hotel_id": "hp-44781" "rate_target": "auto" → 200 OK · confirmation #VLK-9F3B-2240
The voice we use only when we think we can beat the online price.
Most bookings never need a call - the automation lands the published rate in seconds. But when our pricing index suggests a property may honor a sharper number than what's listed online - corporate, last-room, returning-guest, shoulder-night - our voice agent picks up the phone and asks. Politely, in the local language, full-duplex, 280ms round-trip. Complimentary on every premium booking.