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Booking.com · Hotels & Travel

AI answers treat Booking.com as the flexible default; headlines cover fake listings and security

In this snapshot, the assistants mostly named Booking.com as one option among several online travel agencies, with flexibility and service as the strongest themes. The news index, meanwhile, was dominated by a spoofed Downing Street listing, an alleged card-data sale and regulatory dialogue.

Measured September 29, 2026ChatGPT, Claude, Gemini, Perplexity and GrokCheck your own brand →

In AI answers

Visibility

30%

Share of answers that named Booking.com, with a 95% range of 28–33%. Measured September 29, 2026 · 5 assistants · 1,250 answers.

Answers naming it

377 / 1,250

Position by visibility

#5 of 15

In this snapshot only

In the press

News mentions

4,719

PeakMetrics news index, last 30 days.

Booking.com in the headline

317

Rank by press volume

#10 of 15

Within this sector

Booking.com gets more AI mentions than press. It ranks #5 of 15 by AI visibility but #10 by news volume. The sampled answers named it more often than its share of coverage would predict.

Named in 119 of 250 questions, the 12 most-named shown

Question
Which travel booking sites are the most trustworthy?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Are there any booking sites that reliably fix things when a hotel overbooks or cancels on you?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
As an investor, which travel and hotel companies look like real technology leaders rather than just talking about innovation?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which booking sites have the smartest search and filtering tools for finding a place to stay?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Is it more dependable to book directly with a hotel or through an online travel site, and which sites are the least problematic?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
How do the major booking websites compare on cancellation and refund policies when plans change unexpectedly?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Do any online booking platforms actually let you filter for eco-friendly stays, and are those labels legit?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Who has the best mobile app for booking and managing hotel stays?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
What are the most complained-about hotel booking sites on consumer review boards?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which online travel agencies give the best rewards for repeat bookers?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Are there any travel companies that own several of the major booking websites?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok
Which online travel booking sites get the most complaints about hidden fees?Named by: ChatGPT, Claude, Gemini, Perplexity, Grok

and 107 more questions whose answers named Booking.com.

The evidence

One snapshot, measured September 29, 2026. These figures come from one quarterly run of 1,250 answers (95% range 28–33%), not a ranking or a trend. The questions never named Booking.com.

How the answers frame Booking.com

On 2026-09-29 we put 250 category questions, none naming a brand, to ChatGPT, Claude, Gemini, Perplexity and Grok. Booking.com was named in 377 of the 1,250 answers. Grok named it most often (103 of 250) and Claude least (61 of 250). By question type, it appeared most often on booking flexibility (59% of those answers), then service (48%), trust (42%) and leadership (40%). It appeared far less on room experience (10%), employer questions (14%) and loyalty and perks (17%).

In most of the stored answers, Booking.com is one name in a list of online travel agencies alongside Expedia, Priceline, Airbnb or Vrbo. The praise clusters around convenience and reliability. Grok's answer on hotel apps put it first. Gemini's answer on vacation rental trust credited it with hybrid reliability. Grok's answer on honoring reservations listed it among the top OTAs, while adding that occasional refund delays or support loops are possible drawbacks.

The same answers carry caveats. Gemini's answers on booking advice steered travelers toward booking directly with hotels or airlines. Perplexity's answer on surprise fees said Booking.com and Priceline drew consumer complaints about service charges tied to refunds and partial refunds, and described them as complaints, not verified rates. Gemini's answer on data leaks named Booking.com and attributed the incidents to phishing of hotel partners. The few themes the answers credited to Booking.com individually were Price & Value, Safety & Compliance and Customer Experience, in very small counts.

Booking.com generally has the strongest and most highly rated mobile app for booking and managing hotel stays for most travelers.
Grok, answering “Who has the best mobile app for booking and managing hotel stays?”

What the press is saying

The PeakMetrics news index recorded 4,719 mentions of Booking.com in the last 30 days, 317 with the brand in the headline. The recent headlines share a theme of consumer harm and security. A watchdog set up a Downing Street listing to expose security gaps, and tourists were reported duped by a fake listing for 10 Downing Street. Another story covered tourists sent to a Wetherspoons pub instead of the 'luxury apartments' they had booked. A separate outlet reported an alleged payment card dataset offered for sale online.

One regulatory headline, about HOTREC taking stock of Booking.com changes after DMA regulatory dialogue, points to a policy storyline as well.

Combines hotels and rentals; strong track record for instant booking and flexible cancellations.
Gemini, answering “Which vacation rental platforms are the most trustworthy for guests?”

The gap

The press storyline is fraud, fake listings and regulators. The assistants' main storyline is that Booking.com is a large, flexible, service-rich option for booking. Security appeared in the answers mainly when a question asked about it directly, such as Gemini's data-leak answer, and the fake-listing and payment-card stories did not appear in the stored answers we were given.

Coverage volume also does not track visibility. In this snapshot Airbnb had far more news mentions (16,728) but appeared in 158 answers, against 377 for Booking.com. The hotel chains Marriott and Hilton appeared in 687 and 681 answers, ahead of Booking.com, with news volumes of 25,298 and 14,335. These are single-run figures and should not be read as fixed rankings.

In many cases, these breaches have been linked to criminals compromising hotel partners through phishing campaigns rather than direct hacks of Booking.com’s own core systems.
Gemini, answering “Which travel sites have had the most customer data leaks?”

What to watch

A comms team would note that the assistants' default framing is favorable on convenience, but the questions that invite risk (fees, refunds, data leaks, regulators) pull in older or third-party material, such as the CMA commitments and phishing-linked breaches. Those are the answers most likely to be shaped by fresh coverage.

Worth tracking in repeat runs: whether the fake-listing and card-data stories start to surface in trust, safety and 'avoid' questions (33% visibility on avoid in this snapshot). Also whether the assistants' advice to book direct keeps appearing in booking-advice answers. Live answers vary between runs, so treat this as a baseline, not a trend.

The evidence

Where Booking.com appeared, and what it was credited for.

Per-provider split

The same answers split by assistant, each with its 95% range. Where two assistants' ranges overlap, the difference between them may be noise.

  1. ChatGPT
    26%21–32%
  2. Claude
    24%20–30%
  3. Gemini
    34%28–40%
  4. Perplexity
    25%20–31%
  5. Grok
    41%35–47%

Appeared in

The 12 questions whose answers named Booking.com most often, with each assistant that named it. 119 questions named it in all. The questions did not mention the brand.

  • Which travel booking sites are the most trustworthy?ChatGPTClaudeGeminiPerplexityGrok
  • Are there any booking sites that reliably fix things when a hotel overbooks or cancels on you?ChatGPTClaudeGeminiPerplexityGrok
  • As an investor, which travel and hotel companies look like real technology leaders rather than just talking about innovation?ChatGPTClaudeGeminiPerplexityGrok
  • Which booking sites have the smartest search and filtering tools for finding a place to stay?ChatGPTClaudeGeminiPerplexityGrok
  • Is it more dependable to book directly with a hotel or through an online travel site, and which sites are the least problematic?ChatGPTClaudeGeminiPerplexityGrok
  • How do the major booking websites compare on cancellation and refund policies when plans change unexpectedly?ChatGPTClaudeGeminiPerplexityGrok
  • Do any online booking platforms actually let you filter for eco-friendly stays, and are those labels legit?ChatGPTClaudeGeminiPerplexityGrok
  • Who has the best mobile app for booking and managing hotel stays?ChatGPTClaudeGeminiPerplexityGrok
  • What are the most complained-about hotel booking sites on consumer review boards?ChatGPTClaudeGeminiPerplexityGrok
  • Which online travel agencies give the best rewards for repeat bookers?ChatGPTClaudeGeminiPerplexityGrok
  • Are there any travel companies that own several of the major booking websites?ChatGPTClaudeGeminiPerplexityGrok
  • Which online travel booking sites get the most complaints about hidden fees?ChatGPTClaudeGeminiPerplexityGrok

Visibility by question type

The share of answers to each type of question that named Booking.com, with its 95% range. Each type has fewer answers than the whole run, so its range is wider.

  1. Reliability and quality
    25%18–34%
  2. Trust and reputation
    42%30–54%
  3. Value and price
    24%17–33%
  4. Customer service
    48%39–58%
  5. Safety and security
    34%26–44%
  6. Innovation
    27%19–36%
  7. Leadership and scale
    40%31–50%
  8. Employer and workplace
    14%8–22%
  9. Sustainability and ethics
    25%18–34%
  10. Avoid and risk
    33%25–43%
  11. Loyalty and perks
    17%11–26%
  12. Room and stay experience
    10%6–17%
  13. Booking ease and flexibility
    59%49–68%
Measured September 29, 2026. ChatGPT, Claude, Gemini, Perplexity and Grok. Types with no answers are left out.

What the answers credited it for

The topics the answers tied to Booking.com when they named it, as labeled by a classifier run on this site (a Visibility Driver label, not a customer workspace's Smart Category). It describes what the answer discussed, not whether it was favorable.

  • Not Substantive4 answers
  • Price & Value3 answers
  • Safety & Compliance3 answers
  • Customer Experience2 answers
  • Sustainability & Ethics1 answer
  • Reliability & Operations1 answer
  • Financial Performance1 answer

Press rank and AI rank

Where Booking.com sits among the 15 hotels & travel brands with news data in this snapshot, on each measure. Ranks only: the two measures use different units and time windows.

Rank by AI visibility

#5 of 15

  1. 5

Share of 1,250 answers, measured September 29, 2026.

Rank by news mentions

#10 of 15

  1. 10

PeakMetrics news index, last 30 days.

Mention volume is not comparable across sectors, so both ranks are within this sector.

How this was measured

Measured September 29, 2026. 250 unbranded questions per sector, asked to ChatGPT, Claude, Gemini, Perplexity and Grok on their product models, with web search on. Refreshed quarterly.

This is a snapshot, not a ranking or a trend: AI answers vary from run to run. It shows whether a brand appeared and which sources were cited, not how favorably it was described. The paid platform tracks favorability daily.

Full method

In an early five-question test, the same brand went from 40% to 30% to 70% visibility across three runs, which is why every figure here is dated and treated as a snapshot.

The questions cover 13 intents, such as reliability, value for money and customer service. A model drafted them, a review pass removed paraphrases and questions that point to one company, and every question was checked so that none names a measured brand. Each was asked once per assistant in run 2026Q4.

Every visibility figure comes with a 95% range (a Wilson interval). Where two brands' ranges overlap, treat them as tied. The figures use all 1,250 answers. The quotes in the story come from a stratified sample of 60 of them, spread across every assistant and intent.

Summarized on September 30, 2026from this snapshot's stored answers. Every quote is checked against the original answer.

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