Comfort-focused hotel scoring
Search hotels across 199 destinations using 67 signals such as quiet rooms, bed comfort, shower quality, reliable WiFi, natural light, walkability, and safety.
OKstays
OKstays is an AI hotel discovery and metasearch site ranking hotels by comfort, not paid placement, with filters for travel style, quiet rooms, beds, WiFi, safety, and walkability.
Hotel discovery ranked by comfort
OKstays is an AI-driven hotel discovery and metasearch site that ranks properties by comfort rather than paid placement. It covers more than 30,000 hotels in 199 destinations and evaluates them on 67 comfort signals drawn from guest-review analysis and hotel information, including noise, beds, showers, cleanliness, WiFi, access, and safety.
Travelers can start with a destination and a travel style or use individual filters, then review ranked hotels with a Comfort Score, match percentage, strengths, caveats, indicative price, and links to booking pages. The service is designed to reduce the time spent comparing generic star ratings and scattered reviews, while leaving the final booking and live-price check to the linked booking site.
Core features
Weighted Comfort Score
A weighted 0–10 Comfort Score emphasizes five must-haves—cleanliness, bed comfort, shower, pest-free rooms, and neighborhood safety—along with comfort, service, access, and perks.
Travel-style matching
Choose travel styles including Digital Nomad, Deep Sleep Seeker, Romantic / Honeymoon, Family, Business / Executive, Solo & Safe, Luxury Comfort, and Budget & Value. Travel-style pages can use their own gates and weights.
Explainable hotel results
Results expose match percentages, hotel strengths, caveats, filter scores, and written explanations so travelers can inspect why a property fits their needs.
AI assistant access
The MCP server returns ranked hotel searches, city overviews, individual hotel details, side-by-side comparisons, similar hotels, destination lists, and available filter descriptions.
Ongoing data checks
OKstays removes closed hotels, renames rebranded properties, and temporarily removes hotels with serious recent-review problems while rechecking them; changes are listed on the flagged-hotels pages.
Practical use cases
Plan a digital-nomad stay
Select criteria such as reliable WiFi, a desk, quiet rooms, and nearby cafés to narrow a destination’s hotels for remote work or longer stays.
Find a quieter room
Prioritize soundproofing, blackout conditions, bed comfort, and low-noise properties when sleep quality matters more than general amenities.
Shortlist a romantic hotel
Use views, privacy, large beds, bathtubs, or other relevant signals to compare hotels for a romantic trip without relying only on a property’s marketing description.
Research hotels conversationally
Ask an AI assistant to find, filter, and compare hotels by destination, price ceiling, neighborhood, distance from a point of interest, travel style, or required strengths.
Evaluate a destination or final shortlist
Review a city overview or compare two to four hotels side by side to understand comfort breakdowns, caveats, price differences, and value before following a booking link.
Pros and Cons
Pros
- Ranks hotels using specific comfort factors rather than only star ratings or overall guest ratings.
- Supports detailed travel-style and attribute-based searches for different trip priorities.
- Provides score breakdowns, written explanations, strengths, caveats, and comparison tools.
- Offers read-only access through an MCP server for supported AI assistants and clients.
- States that hotels cannot pay to improve their scores or rankings.
Cons
- Coverage is limited to the destinations and hotels included in OKstays’s database.
- Prices shown by OKstays are indicative rather than live rates for specific travel dates.
- The scoring is AI-generated and may require checking the underlying hotel page, caveats, and current booking information before reserving.
FAQ
How do I search for a hotel on OKstays?
Go to okstays.com, choose a destination, then select a travel style or apply filters such as quiet rooms, bed comfort, WiFi, natural light, or walkability. Results are ranked by their match and comfort scores.
How are OKstays hotel scores calculated?
OKstays evaluates hotels on 67 comfort signals, including cleanliness, bed comfort, shower quality, noise, WiFi, soundproofing, walkability, and safety. Its Comfort Score is a weighted average, while travel-style pages can apply additional gates and weights.
Are the hotel prices live?
The site shows an indicative nightly rate for two adults on a sample date. Prices are refreshed when data is re-exported, so the booking site should be checked for the live price for the traveler’s dates.
Can I use OKstays through an AI assistant?
Yes. OKstays provides an MCP server at https://okstays.com/api/mcp that can be added to Claude, ChatGPT, Grok, Cursor, or another MCP client. The connection uses HTTP and does not require sign-in according to the MCP page.
How does OKstays handle access and monetization?
The MCP service is described as free for trip research, with request limits per IP and shared daily capacity. The site also earns affiliate commissions when users book through supported booking platforms, but says commissions do not affect hotel rankings.
Quick Facts
- Category
- Hotel discovery and metasearch
- Coverage
- 30,000+ hotels in 199 destinations across 48 countries
- Scoring model
- 67 comfort signals, scored from 0 to 10
- Primary users
- Travelers comparing hotels by comfort, travel style, and budget
- AI access
- MCP server for Claude, ChatGPT, Grok, Cursor, and other MCP clients
- Website
- okstays.com
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