CIRAL Studio
RapidAPI

HotelSignals

"What's the vibe of this place?"

Transforms hotel data into filterable signals: social_score, solo_friendly, party_level, vibe.

Introduction

HotelSignals is a defensive API that answers one simple question: "What's the vibe of this place?". It returns a deterministic verdict — same input, same output. Always. Zero LLM, stateless, designed to integrate into your automated pipelines.

Input

Send a POST request with a JSON payload. See the example on the right.

Output

The response contains a verdict and explanatory signals. See the example on the right.

Signals

Each response includes a signals object that details the reasons for the verdict. These signals are deterministic and reproducible.

What the API does NOT do

  • Does not verify hotel information
  • Does not compare prices
  • Does not make reservations
Request
{
  "hotel": {
    "name": "The Social Hub Barcelona",
    "reviews_summary": "Great for digital nomads, coworking space, rooftop bar, young crowd",
    "amenities": ["coworking", "bar", "gym", "events"],
    "avg_age_estimate": 28
  }
}
Response200 OK
{
  "signals": {
    "social_score": 0.85,
    "solo_friendly": true,
    "party_level": "moderate",
    "vibe": "digital_nomad",
    "work_friendly": true
  }
}

Ready to integrate HotelSignals?

Available on RapidAPI. Integration in 5 minutes.

View on RapidAPIarrow_forward