AI BOOKING PATH INTELLIGENCE FOR HOTELS

SEO helps you rank on Google. Vektos shows whether AI cites your official website — or the OTAs.

When travellers ask ChatGPT or Gemini where to stay, those answers cite sources. Vektos shows which sources — your official website, OTAs, review sites, or travel publishers — and whether OTAs are cited more often than your own site across both engines.

Ask an AI assistant “best hotels in [your town].” Then look at the sources behind the answer. That is the gap.

AI Source References
OTA Reference Share
Direct Website Visibility
ANONYMIZED DISCOVERY AUDIT SAMPLE
Based on one Cyprus hotel audit
AI source references
Booking.com
39
Official website
4
OTA references101 / 222
Direct website references4 / 222
Official site rarely used as source
Results vary by hotel.
44%
of travelers use AI to plan trips

Omio Travel Report, 2024

900M+
Weekly ChatGPT users

OpenAI, 2025

15–22%
OTA commission per booking

Industry average rate

Monthly
AI model updates

Your visibility can shift overnight

From audit to monthly intelligence.

01DISCOVERY · €149

Discovery Audit

One-off baseline showing whether AI mentions your hotel, which sources it cites, and whether your official website is being used.

02GROWTH · BETA

Growth Intelligence

A monthly dashboard and briefing on what changed: whether your hotel appeared more often, whether AI cited your website or OTAs, which competitors gained ground, and what to investigate next. Beta — limited hotels.

03PERFORMANCE · PRIVATE PILOT

Performance Sprint

A private sprint for selected hotels: prompt-to-page gap analysis, entity/schema/direct-booking briefs, and validation scans after your hotel or web team implements changes.

Discover your baseline. Track monthly movement. Prepare website improvements. Verify what changed.

Why AI isn’t just SEO.

SEO asks: does your website rank? AI asks two harder questions: does your hotel appear — and which sources does the answer trust?

In one Cyprus benchmark, AI visibility ranged from 77.5% to 0.0% across tested travel prompts. Some hotels appeared often. Others did not appear at all.

From a Vektos audit

And visibility alone is not enough. Booking.com appeared as a source 39 times. The hotel’s official website appeared 4 times. That does not mean Booking.com is bad. It means AI relied on a third-party source far more than the hotel’s own website.

AI answers change as models and source behavior change.

If you do not monitor, you do not know when OTAs, review sites, or competitors gain ground.

Models update.

Sources change.

Competitors improve their websites.

OTA and review-site domains remain strong source layers.

What you receive in the Discovery Audit

A practical baseline showing whether AI mentions your hotel, which sources it cites, and whether your official website is being used as a trusted source. Anonymized example; results vary by hotel.

Example finding: in one anonymized Cyprus hotel audit, Booking.com appeared as a source 39 times while the hotel’s official website appeared 4 times.

AI Discovery Audit
Vektos · 2026
Anonymized Discovery Audit Sample
Based on one Cyprus hotel audit
39:4
Booking.com vs. official website
Recorded source references in AI responses
Source reference share
OTA45.5%
Direct1.8%
Other52.7%
SourceRefsType
booking.com39OTA
agoda.com16OTA
expedia.com11OTA
hotel website4Direct
Recorded AI source references from one anonymized Cyprus hotel audit.

Inside the
Discovery Audit

How often AI mentions your hotel

We test real travel-intent prompts across ChatGPT and Gemini to see whether your property appears.

Which sources AI cites

We classify source references as Direct, OTA, or Other, so you can see whether AI relies on your official website or third-party sources.

Whether OTAs are cited more often

The audit shows when OTA references appear more often than your official website.

Where your official website is underrepresented

We identify source-reference gaps and the AI-readiness signals that may need investigation.

Your next move

Discovery gives the baseline. Growth tracks monthly movement. Performance prepares implementation guidance and validates changes after your hotel or web team acts.

Report delivered within 24 hours
Whether AI mentions your hotel
Which source domains AI cites
Direct website reference share
OTA reference share
Competitor and editorial visibility
Cross-engine consistency
Illustrative commercial exposure scenarios

Discovery measures visibility and source references. Commercial scenarios are illustrative, not measured bookings or revenue.

What does your AI source-reference gap look like?

Adjust the sliders for an illustrative commercial exposure scenario based on your property size.

Number of rooms60 rooms
Your total room count
Average Daily Rate (ADR)€130
Your average rate per room per night
Average Occupancy68%
Annual average occupancy rate
OTA reference share18%
% share attributed to OTAs in this scenario
Illustrative commercial exposure scenario
€4,411
≈ €52,932 per year (scenario)
Monthly revenue€159,120
OTA reference share (illustrative)€28,642
Direct website underrepresentation (scenario)€4,411/mo
What Vektos measures: how often AI engines mention your hotel, and which sources they cite. Euro figures are illustrative scenarios from your own inputs — a way to size the gap, not a measurement of clicks, bookings, conversion, or revenue.
About Vektos

Built by a hotel operator, not a software company.

Vektos was created by a former Hotel GM with 10+ years of operations experience across Cyprus and the GCC. Built to solve a problem we saw firsthand: hotels whose official websites were underrepresented in AI source references — while OTAs and review sites were cited far more often.

10+ yrs hotel operations
Cyprus & GCC markets
Former Hotel GM

AI Hotel Visibility in Cyprus: What the Engines See, and What They Cite

Across 14 Cyprus hotels, AI mention rates ranged from 0.0% to 77.5%. Even when hotels appeared in answers, their own websites accounted for only 3.4% of source references.

77.5%
Highest mention rate
0.0%
Lowest mention rate
3.4%
Direct website references
Read the research
GROWTH INTELLIGENCE · BETA

Your monthly AI booking-path intelligence dashboard.

Growth tracks what changed since your last audit: whether your hotel appeared more often, whether AI cited your official website or third-party sources, which competitors gained ground, and what to investigate next.

Growth dashboard preview
VEKTOS · GROWTH · MAR 2026
62%
+6pp MoM
AI Visibility
3.4%
+0.4pp MoM
Direct Website Reference Share
44.9%
+1.2pp MoM
OTA Reference Share
Month-over-month movement
AI Visibility
OTA Ref. Share
Direct Ref. Share
Competitor Movement
Your property
62%
Competitor A
78%
Competitor B
41%
Prompt Category Movement
Family Beach Luxury Location
Opportunity Brief
What changed this month
OTA reference share rose +1.2pp. A competitor gained ground in beach-stay prompts.
What to investigate next
Your official website is cited in only 3.4% of source references — review schema and entity coverage.

Monthly market movement

Track whether AI visibility, direct website reference share, OTA reference share, and competitor visibility moved since the last scan.

Source authority tracking

See whether AI is relying on your official website, OTAs, review sites, travel publishers, or competitor websites as the source layer.

Competitor and prompt-category shifts

Identify which competitors gained ground and in which prompt categories — family, beach, luxury, budget, location, or official-website intent.

Monthly opportunity brief

Receive a concise briefing on what changed, what looks unusual, and what your team should investigate next.

Performance Sprint handoff

When the issue needs action, Performance turns Growth findings into prompt-to-page gap analysis, entity/schema/official-website guidance, and validation scans after your hotel or web team implements changes.

Growth is intelligence and monitoring. Performance is the private action layer for selected hotels.

Cyprus is the first market we are mapping.

59 hotel audits completed across Ayia Napa, Limassol & Protaras — tracking how AI mentions hotels, cites sources, and compares properties.

Built by a former hotel GM for independent operators.

Start with Discovery. Move to Growth when the signal matters.

Begin with the €149 Discovery Audit. If the signal is useful, move into Growth Beta for monthly AI booking-path intelligence. Performance Sprint is reserved for selected hotels that need implementation guidance after Growth identifies recurring issues.

The audit shows whether AI mentions your hotel, which sources it cites, and whether your official website is being used as a trusted source.

◈ BETA · LIMITED HOTELS
Growth Intelligence
MONTHLY AI BOOKING-PATH INTELLIGENCE
Monthly AI booking-path intelligence for hotels that want to track movement after the baseline.
299 / month
  • Monthly re-audit across ChatGPT + Gemini
  • Direct website reference share trend
  • OTA reference share trend
  • Competitor and prompt-category movement
  • Monthly opportunity brief: what changed, who gained ground, what to investigate next
◈ PRIVATE PILOT
Performance Sprint
NOT GENERALLY AVAILABLE
For selected hotels that need implementation guidance and validation after recurring issues are identified.
Available after Growth review
  • Prompt-to-page gap analysis
  • Entity / schema / official-website guidance
  • Validation scans after your hotel or web team implements changes
  • Before/after visibility and source-reference comparison
The €149 Discovery Audit can be credited toward your first Growth month if you continue.

Frequently Asked Questions

Common questions about AI visibility, source references, and the Discovery Audit.

SEO helps your website rank in Google search results. Vektos measures how AI assistants mention your hotel and which sources they cite when answering travellers. A hotel can rank well on Google but still have its official website rarely cited by AI.
Most Discovery Audits are delivered within 24–72 hours after we receive the hotel details. Timing may vary depending on the property, destination, and audit queue.
Not necessarily. AI may know or mention your hotel, but still rely mostly on Booking.com, review sites, travel publishers, or other third-party sources when forming the answer. Vektos shows whether your official website is also being used as a trusted source.
No. OTAs can still generate valuable revenue for hotels. Vektos is not anti-OTA. The question is whether your official website is also visible, trusted, and cited when AI answers travellers. If AI consistently relies on OTAs or other third-party sources more than your own website, your direct source presence may be underrepresented.
That is still useful. A strong audit gives you a baseline, shows where your hotel is already well represented, and helps you track whether that position changes over time. The €149 Discovery Audit can also be credited toward your first Growth month if you continue.
Yes. Discovery identifies the gaps and priority areas. Growth tracks movement over time. Performance Sprint is for selected hotels that need implementation guidance, such as prompt-to-page gap analysis, entity/schema guidance, and validation after your hotel or web team implements changes.
The Discovery Audit currently covers ChatGPT and Gemini using a fixed set of travel-intent prompts. The audit records whether your hotel appears, which sources are cited, and how source references are distributed across official website, OTA, and other third-party sources.
Yes. If you continue into Growth Beta, the €149 Discovery Audit can be credited toward your first Growth month.
No. Discovery is a one-time audit. Growth Beta is monthly. Performance Sprint is discussed separately for selected hotels that need implementation guidance and validation.
You provide your hotel name, destination, official website, and basic property details. Optional inputs such as room count and ADR help create illustrative commercial scenarios, but Vektos does not measure actual bookings, clicks, conversion, or revenue.

AI assistants are already forming answers about hotels in your market.

Do they cite your official website — or third-party sources?

Discover where your hotel stands in AI answers, which sources are cited, and whether your official website is being used as a trusted source.

AI is becoming a new discovery layer for hotels. This is your first step to measuring it.