Every morning, travelers wake up and start planning trips they may not take for months. They browse social media before bed, open Expedia on their commute, and compare hotels across a half-dozen sites.
That behavior isn’t a threat to direct bookings — it’s actually the mechanism behind them. It has a name: the billboard effect.
Understanding how the billboard effect works, where it’s weakening, and how to make it work harder for your property is one of the highest-leverage moves in hotel distribution right now.
What is the billboard effect?
The billboard effect was first documented by Chris Anderson, Associate Professor at Cornell University, in a foundational 2009 study. The research found that hotels listed on online travel agencies (OTAs) experienced a measurable boost in direct bookings simply from their presence on those platforms. Travelers would discover a property on Expedia or Booking.com during their travel searches, then navigate directly to the property’s website to learn more and book directly.
Think of OTAs as digital billboards along the traveler’s planning journey. Just as a physical billboard drives someone to seek out a brand they spotted on a highway, an OTA listing drives travelers to seek out a property they discovered during their research, turning the travel industry’s biggest distribution channel into a customer acquisition funnel for your direct channel.
Anderson revisited the research in 2017 in The Billboard Effect: Still Alive and Well, finding that 30% of direct bookers still begin their research process on an OTA even in an era of SEO, SEM, and social media competing for traveler attention.
During Passport, Jeremee Peters, Director of Product at Cloudbeds, broke down the Billboard Effect and shared some fun facts on how it helps hotels increase direct bookings.
Watch the full session.
From OTAs to direct bookings: Owning your commercial strategy.
Is the billboard effect still working?
Yes — but it’s weakening, and hoteliers need to understand why.
The cause isn’t that travelers have become less interested in booking direct. It’s that OTA mobile apps have gotten frictionless enough that the path of least resistance now stays on the OTA. A traveler discovers your property on Booking.com, pulls up your website on their phone, finds the checkout requires account creation, or the page loads slowly, or the rate is higher than the OTA — and they book back on Booking.com before they’ve even fully considered the alternative.
That’s commission waste in its purest form: the OTA delivered the traveler to your front door, and your own technology sent them back.
The intention to book direct is still there. The question is whether your property is ready to convert it.
The billboard effect in the AI era
Here’s what the original billboard effect research didn’t account for: AI search is now a major discovery channel, and OTAs dominate it.
As of 2026, 56% of U.S. leisure travelers use AI tools for travel planning, and more than 80% interact with AI-powered trip planners when booking. When travelers ask ChatGPT or a similar tool to recommend an accommodation provider, the AI pulls from a set of sources — and over 55% of sources cited in AI-generated hotel recommendations are OTA platforms, with TripAdvisor the most frequently cited domain.
56%
of travelers use AI tools for travel planning
55%
of sources cited in AI hotel recommendations are OTAs
This means the billboard effect has effectively expanded into AI search: a traveler gets a hotel recommendation from an AI assistant (sourced from your OTA listing), then searches your property name directly, then hopefully lands on your website and books. The funnel is the same. The top of it now includes AI.
The strategic implication: not being listed on major OTAs — and not being well-listed — now affects your AI visibility, not just your OTA search ranking. A property with thin OTA content, few reviews, and incomplete listings is less likely to appear in AI-generated recommendations, which means less billboard effect traffic to convert.
See what else matters.
We analyzed what sources AI platforms use to recommend hotels.
The advantages of the billboard effect
The primary advantage is scope: OTAs give hotels marketing reach that would cost a multiple of the commission to replicate independently.
In 2025, the four largest OTAs collectively spent over $20 billion on sales and marketing. Your listing benefits from that spend whether a traveler ultimately books through the OTA or clicks through to your site. For a boutique hotel with a lean marketing budget, this is structural leverage — you’re accessing a global demand generation machine and paying a commission only when it converts.
The secondary advantage is targeting. Niche OTAs in particular drive qualified traffic — travelers with specific preferences (luxury, surf, sustainability, design hotels) who have a higher baseline intent when they land on your website. These visitors tend to convert at higher rates and are more likely to return.
A balanced channel mix leverages both: global OTAs for reach and discovery, niche OTAs for qualified intent and conversion quality.
How to build the optimal channel mix
The research is clear on this: diversification pays up to a point.
Internal Cloudbeds data from properties across all sizes shows:
- Moving from 2 to 3 distribution channels produces roughly a 70% lift in revenue growth
- Each additional channel beyond three adds approximately 12% more revenue
- This curve levels out at 5–6 channels — the sweet spot for most independents
If you go from two channels to three distribution channels, you’re seeing about a 70% lift in revenue growth. And after three, each additional channel lifts you up about 12% in revenue — that tends to level out at six channels.
A well-built channel mix draws from three tiers:
1. Global OTAs: Your foundation
Booking.com, Expedia, Airbnb, and TripAdvisor attract hundreds of millions of visitors each month and form the foundation of any distribution strategy. Their commission rates are the highest (15–30%), but their reach is unmatched, and their contribution to billboard effect traffic is the most significant.
2. Regional OTAs: Your demand diversifier
Regional OTAs help fill demand gaps by reaching domestic travelers and international travelers from specific origin markets. A property in Mexico listing on Agoda isn’t targeting Mexican travelers — it’s targeting Asian travelers for whom Agoda is the default booking platform. Regional OTAs are particularly valuable for filling shoulder seasons when primary markets soften.
3. Niche OTAs: Your highest-quality traffic
Niche OTAs — platforms serving surf and ski properties, luxury boutique hotels, glamping, design hotels, LGBTQ+ travelers, sustainable properties — drive the most qualified traffic. Travelers searching on a specialty platform have already filtered by interest; if your property matches, their conversion likelihood is substantially higher, and they tend to be repeat guests.
A sample channel mix for a boutique luxury property:
| Channel | Type | Purpose |
| Booking.com | Global OTA | Volume and global reach |
| Expedia | Global OTA | Package travelers, flight + hotel bookers |
| Airbnb | Global OTA | Experience-focused and unique-stay travelers |
| Agoda | Regional OTA | Asia-Pacific travelers |
| Mr & Mrs Smith | Niche OTA | Luxury boutique audience |
| Metasearch (Google Hotel Ads) | Direct channel amplifier | Billboard effect conversion at direct rate |
Your website is where the billboard effect lives or dies
The billboard effect has two acts. Act one: the traveler discovers you on an OTA. Act two: the traveler visits your website and decides whether to book direct or go back to the OTA.
Act two is entirely in your control — and it’s where most properties lose the booking.
When a traveler searches your property name on Google after finding you on an OTA, they land in a crowded page: your website, OTA ads bidding on your brand name, Google Hotels meta results, and reviews — all competing for the same click. Your goal is to own as much of that page as possible with assets you control.
That means:
- A fast, mobile-optimized website
- A booking engine that converts
- A competitive direct rate
- A clear value proposition for booking direct
This branded search result is a real estate game. It isn’t enough to rank number one with your website. As soon as you sign up to use an OTA, you’re giving them the right to use your property name to advertise and drive clicks to Booking.com or Expedia. They do not care if the person books with somebody else. They get the commission either way.
The economics: What a direct booking is actually worth
OTA commissions range from 15–30%. Digital marketing spend to drive direct bookings runs 8–15% of net revenue for most properties — and often substantially less for well-optimized campaigns.
| Channel | Effective cost per booking | Guest data ownership | Repeat booking potential |
| Major OTA (e.g., Booking.com) | 15–30% commission | None | Low without follow-up |
| Direct (paid search/metasearch) | 8–15% of net revenue | Full | High |
| Direct (organic/SEO/email) | Near zero variable cost | Full | Very high |
In Q1 2026, the top 10 independent hotels using Cloudbeds Digital Marketing averaged $87,000+ in net sales each, at a blended return of more than 10x their ad spend — with the most efficient properties paying just 4–14% of net sales on marketing, compared to 15–25% in OTA commissions.
There’s a direct correlation between the use of Cloudbeds Digital Marketing’s Metasearch and our increase in direct bookings because the visibility on Google now, next to all the OTAs, is there.
The group achieved a 329% increase in direct bookings in three months by using Cloudbeds metasearch advertising to appear alongside OTAs in Google Hotel search results — putting their direct rate in front of travelers at the exact moment they’re comparing options.
10 tips for maximizing the billboard effect
So we know the billboard effect works, but how can hotels make the most of it? Here we break down some tips.
1. Optimize your OTA listings — don’t just meet the minimum
OTA algorithms rank properties partly on listing completeness. High-quality photos, detailed descriptions, all available amenity tags, and an accurate property score directly affect your search placement. Booking.com recommends offering a mix of flexible, non-refundable, and early booker rate plans to appeal to different traveler preferences, improve visibility, and capture more demand across booking windows.
2. List on the right niche OTAs for your property
Beyond the global platforms, identify the niche OTAs where your target traveler is already browsing. A luxury glamping property listing on GlampingHub or Hipcamp reaches travelers with specific intent; a design hotel listing on Mr & Mrs Smith or Design Hotels reaches guests who will pay a premium for exactly what you offer. Niche OTAs drive qualified traffic with higher conversion rates and stronger repeat guest likelihood.
3. Target five to six channels
Fewer than three channels significantly limits your billboard effect reach. More than six starts to create rate and inventory management complexity that erodes efficiency. The 5–6 channel sweet spot is well-supported by the revenue data and AI search visibility is an additional reason to diversify: regional and specialty OTAs show up in AI recommendations for niche travel queries, not just the global majors.
Metasearch engines — Google Hotel Ads, TripAdvisor, Kayak — are the point where your direct rate gets to compete on the same page as your OTA rates. This is the cleanest billboard effect amplifier available: a traveler who’s seen you on Booking.com, then finds your direct rate matching or beating it in Google Hotel results, has every reason to click through and book direct. Metasearch operates on a cost-per-click model, so you’re only paying for traffic that arrives on your booking engine.
Metasearch ads puts your direct rate and availability right up against your OTA competitors and helps you get a lot more visibility.
5. Make your direct booking experience match your OTA listing quality
The friction gap between a modern OTA app and a mediocre hotel website is where direct bookings go to die. Your direct booking experience should make it easy to say yes: transparent pricing, a fast mobile experience, flexible payment options, clear cancellation policies, and compelling photos that instill trust in travelers.
6. Offer a tangible direct booking incentive
Rate parity clauses may restrict you from publicly advertising a lower rate than your OTA, but they don’t prevent you from offering direct bookers additional value. Free breakfast, complimentary room upgrades, flexible cancellation, guaranteed early check-in, late checkout — these benefits cost less than a commission and give travelers a genuine reason to book through your website.
7. Manage your reviews actively and systematically
Reviews affect your OTA search ranking, your Google Hotel placement, and your AI recommendation visibility. A Cornell University study found that raising your review score by one point can support an 11% rate increase without impacting occupancy. Recency matters as much as rating: a portfolio of 100 reviews from two years ago weighs less than 30 reviews from the past three months.
Respond to every review. The audience for your response isn’t just the reviewer, but every potential guest reading your listing who’s gauging whether you care.
The most valuable segment a hotel has are past guests and the OTA that generated their first stay is not obligated to give you their contact information. The moment a guest arrives at your property, you have the opportunity to own that relationship going forward. Collect email and phone numbers at check-in. A guest who can be reached by email before their next trip is a guest who can book direct without you spending another commission to find them.
This is where an integrated property management system and guest marketing platform earn back the billboard effect investments you’ve already made.
Own the relationship.
Discover the right tech & strategies to drive repeat revenue.
TikTok and Instagram now function as travel search engines for a significant portion of travelers — particularly Gen Z and millennials. A strong social presence puts your property in front of potential guests before they ever reach an OTA, and creates direct pathways to your website and booking engine. Travel content on TikTok generates 15.8 billion monthly impressions globally, the question is whether your property is part of the conversation.
10. Use a channel manager connected to your PMS
Connecting to five or six OTAs manually is a rate management and overbooking disaster waiting to happen. A channel manager syncs your rates and availability across every connected OTA in real time — a booking on Booking.com instantly closes that inventory on Expedia, Agoda, and every other channel. This is the operational foundation that makes multi-channel distribution viable.
With Cloudbeds, hotels can sell across hundreds of channels with zero extra commissions.
The winning strategy isn’t either-or
The billboard effect doesn’t live in isolation. It’s the product of your entire online presence working together: OTA listings that get discovered, a website that converts, reviews that build trust, a booking engine that closes the sale, and a post-stay relationship that brings the guest back direct.
When each of these elements runs on the same data — when your channel manager, PMS, booking engine, and guest marketing platform all share a live view of your guests, rates, and inventory — the billboard effect stops being a happy accident and becomes a managed strategy. A guest who books through Booking.com today gets a post-stay email from you tomorrow. A returned guest who searches your name on Google next spring finds your direct rate in the metasearch results, books on your website, and pays you zero commission.
Key takeaways
- The billboard effect is the phenomenon where travelers discover a hotel on an OTA, then visit the hotel’s website and book directly
- OTA listings support more than OTA bookings
- Hotels capture more value when OTA guests become repeat direct bookers.
- The highest-performing distribution strategies balance global, regional, and niche OTAs rather than relying on a single booking channel.
- Diversifying across 5–6 OTAs can significantly increase booking opportunities while reducing dependency on any one platform.
- AI-powered travel search increasingly relies on OTA content.
- Well-optimized OTA listings improve a hotel’s visibility not only on booking platforms but also in AI-generated travel recommendations.
- A fast, mobile-friendly hotel website and booking engine are essential for converting travelers who discover a property through OTAs, Google, AI search, or metasearch into direct bookings.
The billboard is only the beginning.
Cloudbeds helps you turn OTA discovery into direct bookings—and first-time guests into loyal ones.
