Travel & Hospitality Prompt

“Best hotel booking site for last-minute deals”

Which brands do AI models actually recommend for this travel & hospitality question? We re-run this regularly and track how the answers shift.

Tracked since Mar 21·Last scanned Aug 15

10

AI Models

38

Snapshots

67

Brands Detected

85

Sources Cited

51 brands come up when 10 AI models answer “Best hotel booking site for last-minute deals”. We re-run this prompt every few days with web search on across ChatGPT, Claude, Gemini, Grok, DeepSeek, and Perplexity.

What AI models recommend

10 models queried · Last scanned Aug 15

Unanimous

10/10 models recommend HotelTonight

ChatGPTChatGPT
ClaudeClaude
DeepSeekDeepSeek
Ddeepseek-chat
GeminiGemini
Ggemini-3-flash
Ggpt-5
GrokGrok
Ggrok-4-1-fast
PerplexityPerplexity
Brand
ChatGPTChatGPT
ClaudeClaude
DeepSeekDeepSeek
Ddeepseek-chat
GeminiGemini
Ggemini-3-flash
Ggpt-5
GrokGrok
Ggrok-4-1-fast
PerplexityPerplexity
Total
HotelTonightHotelTonight
10/10
BookingBooking
9/10
HotwireHotwire
8/10
ExpediaExpedia
7/10
Booking.comBooking.com
6/10
GoogleGoogle
6/10
Google HotelsGoogle Hotels
6/10
PricelinePriceline
6/10
KAYAKKAYAK
6/10
hoteltonight.comhoteltonight.com
5/10
Hotels.comHotels.com
5/10
hotwire.comhotwire.com
4/10
AirbnbAirbnb
4/10
TrivagoTrivago
4/10
ExcelExcel
4/10
OnOn
3/10
expedia.comexpedia.com
3/10
MarriottMarriott
3/10
LateRoomsLateRooms
2/10
GoldGold
2/10
NerdWalletNerdWallet
2/10
OpenAIOpenAI
2/10
nerdwallet.comnerdwallet.com
2/10
MetaMeta
2/10
BonvoyBonvoy
2/10
Marriott BonvoyMarriott Bonvoy
2/10
FullyFully
1/10
MoneyMoney
1/10
lastminute.comlastminute.com
1/10
laterooms.comlaterooms.com
1/10
AgencyAgency
1/10
CLEARCLEAR
1/10
FrontFront
1/10
InstantlyInstantly
1/10
RoomRevealer.comRoomRevealer.com
1/10
SlashSlash
1/10
Travel ArrowTravel Arrow
1/10
AndroidAndroid
1/10
HTMLHTML
1/10
TripAdvisorTripAdvisor
1/10
TargetTarget
1/10
AccurateAccurate
1/10
HiltonHilton
1/10
Marriott Bonvoy EscapesMarriott Bonvoy Escapes
1/10
support.google.comsupport.google.com
1/10
ForbesForbes
1/10
Frommer'sFrommer's
1/10
Google TravelGoogle Travel
1/10
RedditReddit
1/10
forbes.comforbes.com
1/10
reddit.comreddit.com
1/10

Key Quotes

ClaudeClaude

“--- Bottom line: For the absolute best last-minute deals, HotelTonight is the go-to app, while Booking.com and Priceline are excellent runners-up with their member deals and opaque pricing models.”

Ddeepseek-chat

“When it comes to finding the best hotel booking site for last-minute deals, several platforms excel in offering convenience, flexibility, and savings.”

DeepSeekDeepSeek

“There isn't a single "best" site, as the right choice depends on whether you prioritize rock-bottom prices, hotel choice, or a fully flexible booking.”

Ggemini-3-flash

“Best Meta-Search (Comparison): Google Hotels Before booking anywhere, check Google Hotels.”

GeminiGemini

“Always Search on Mobile: Booking.com, Expedia, and Hotels.com frequently reserve their most competitive last-minute rates (up to 40% off) strictly for mobile app users.”

Travel & Hospitality brand rankings

Brands ranked by how many AI models mention them. Trend shows change since the last scan.

#BrandScoreTrend
1HotelTonight10/10—
2Booking9/10—
3Hotwire8/10↓1
4Expedia7/10↓1
5Google Hotels6/10↑2
6Priceline6/10↓1
7Google6/10—
8KAYAK6/10↑2
9Booking.com6/10—
10hoteltonight.com5/10↑1
11Hotels.com5/10↑1
12hotwire.com4/10—
13Excel4/10↑4
14Airbnb4/10—
15Trivago4/10—
16Marriott3/10↑1
17On3/10↑3
18expedia.com3/10↓1
19Bonvoy2/10—
20Gold2/10—
21OpenAI2/10—
22NerdWallet2/10↑2
23nerdwallet.com2/10↑2
24Meta2/10↑1
25Marriott Bonvoy2/10—
26LateRooms2/10↑1
27support.google.com1/10↑1
28Agency1/10↑1
29Android1/10—
30CLEAR1/10—
31Forbes1/10—
32Frommer's1/10↓1
33Front1/10—
34Fully1/10↑1
35Google Travel1/10↓1
36HTML1/10↑1
37Hilton1/10↓1
38Instantly1/10↓1
39Marriott Bonvoy Escapes1/10↑1
40Money1/10↑1
41Reddit1/10—
42RoomRevealer.com1/10↑1
43Slash1/10↓1
44Target1/10↑1
45Travel Arrow1/10↑1
46TripAdvisor1/10↑1
47forbes.com1/10—
48lastminute.com1/10—
49laterooms.com1/10↑1
50reddit.com1/10—
51Accurate1/10↑1

Travel & Hospitality brand visibility over time

Track how brand mentions shift across AI models over time.

What changed and when

Every brand addition, removal, and citation change logged with timestamps.

Aug 15
ChatGPTChatGPT started mentioning Expedia
Aug 15
ChatGPTChatGPT started mentioning Hotels.com
Aug 15
ChatGPTChatGPT started mentioning Trivago
Aug 15
ChatGPTChatGPT started mentioning NerdWallet
Aug 15
ChatGPTChatGPT started mentioning nerdwallet.com
Aug 15
ChatGPTChatGPT stopped mentioning Priceline
Aug 15
ChatGPTChatGPT stopped mentioning Google Hotels
Aug 15
ChatGPTChatGPT stopped mentioning Apple
Aug 15
ChatGPTChatGPT stopped mentioning Google
Aug 15
ChatGPTChatGPT added citation nerdwallet.com

Where AI models get their sources

Domains cited by AI models when answering this prompt, ranked by how many models reference them.

DomainModels
hoteltonight.com9 models
hotwire.com7 models
expedia.com5 models
kayak.com3 models
booking.com3 models
marriott.com3 models
google.com2 models
frommers.com2 models
hotels.com2 models
travly.com2 models
reddit.com2 models
priceline.com2 models
staypia (unknown)1 model
trivago.com1 model
Expedia1 model
Google Hotels1 model
HotelTonight1 model
Hotels.com1 model
Kayak1 model
Priceline1 model
avygeo.com1 model
forbes.com1 model
goeliza (unknown)1 model
leetcode.com1 model

Related travel & hospitality prompts

Frequently asked questions

HotelTonight ranks first, mentioned by 10/10 AI models. Also mentioned often: Booking, Hotwire, Expedia.

10 AI models answer this prompt: Claude Sonnet 4.6, deepseek-chat, DeepSeek V4, gemini-3-flash, Gemini 3.5 Flash, gpt-5, GPT-5.4 Mini, grok-4-1-fast, Grok 4.3, Perplexity. We look at each response to see which brands show up and what sources get cited.

On a recurring schedule. We run this prompt through every model with web search on, pull out brand mentions and citations, then flag anything that changed.

AI models cite 46 unique domains when answering this prompt. The most-cited sources include hoteltonight.com, hotwire.com, expedia.com.

We regularly send real travel & hospitality prompts to ChatGPT, Claude, Gemini, Grok, DeepSeek, and Perplexity. Sign up free to track your own brand and competitors.

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