- Brand
- Lumina
- Category
- Travel & Hospitality
- Primary Subcategory
- Hotel Search & Booking
Integration details
Description
Every luxury hotel has the same photo of the same pool. What you want to know is what your days there will be like. How you arrive, and how long it takes. What you see when you open the curtains. Whether you can walk into the sea from your villa and find fish. Where breakfast is, and whether dinner is worth staying in for. What the children will do. What happens when it rains. All of that exists, scattered: in the hotel's own pages, in thousands of guest reviews, in travellers' videos, in price lists, in weather records. We collected it, hotel by hotel, and we keep it up to date ourselves. Whatever Lumina tells you comes with where it was read and when. Tell it your trip and it shows the hotels that fit, on a map. Ask about any of them and it answers with what staying there is like: the photos, the prices through the year, what guests say. It doesn't take bookings, and when it doesn't know something, it says so. We know the Maldives best; more places are coming.
- Integration type
- Plugin
- Verification status
- Not applicable
- Platform
- ChatGPT
- Primary Subcategory
- Hotel Search & Booking
- Secondary Subcategories
- None listed
- Brand
- Lumina
- Access
- No account required
- First tracked
- 2026-10-24
- Tool count
- 20
- Market
- US
The Primary Subcategory used for this profile’s headline score.
Other Subcategories where the Integration is listed.
Agent DiscoverabilityChatGPT Discoverability ScoreUpdated dailyThe first to track the ChatGPT, Claude, Muse, Grok & Google ecosystems, with the largest database on the core platforms. Tracked daily since .
0/100
Invisible#75of 123
in Hotel Search & Booking- Picked
- 0.0/100
- Found
- 0.0/100
- Positioned
- –/100
Category leaderboard
Hotel Search & Booking
- 1Expedia53
- 2Tripadvisor40
- 3Booking.com33
- 4Sigtrip3
- 75Lumina0
Get alerts for Lumina
Get updates when Lumina’s Discoverability Score or category rank changes.
Competing in ChatGPT Hotel Search & Booking
View Category20 tools agents can invoke
Lumina ChatGPT Plugin FAQ
How the directory, categories and Discoverability Score work.
Read the methodologyHow do I improve Lumina's ChatGPT Plugin discoverability?
The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.
What are Lumina alternatives on ChatGPT?
As of 2026-11-02, Lumina competes with Expedia, Tripadvisor, Booking.com, Sigtrip, 1Stay, AegeanBot Direct Stays, AHORN Hotels & Resorts, Aman and 114 more in ChatGPT Hotel Search & Booking, ranked by public Discoverability Score.
Where does Lumina rank in Hotel Search & Booking on ChatGPT?
As of 2026-11-02, Lumina ranks #75 of 123 in ChatGPT Hotel Search & Booking with a Discoverability Score of 0/100 (Invisible).
Where is this profile measured?
This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.