Stop mobile ad fraud on hospitality app campaigns
Fake installs on hospitality app campaigns waste UA budgets meant for real travellers, corrupt booking funnel data, and inflate CPIs during the peak travel seasons when every install matters.
Trusted by leading brands worldwide
Hospitality app UA targets high-intent travellers with premium CPIs that attract fraud at scale
Hotels, booking platforms, and travel apps pay above-average CPIs because a genuine install from a traveller in the planning phase represents significant booking revenue and, over time, loyalty programme value. Fraud networks recognise this and systematically target hospitality UA campaigns. SDK spoofing operations simulate thousands of installs per hour without any real device involvement. Click farms generate installs on real devices that will never open a search, never view a property, and never make a booking. Every fake install extracts a CPI payout while delivering nothing to the hospitality advertiser.
The seasonal structure of travel demand creates additional exposure. Hospitality advertisers scale UA budgets significantly ahead of peak holiday periods, summer travel seasons, and major events. Fraud activity follows these budget spikes, with fraud networks increasing install volume during exactly the windows when hospitality UA teams are most focused on hitting acquisition targets rather than investigating anomalies. Install counts look strong, but a significant share of installs attributed to peak-season campaigns may never produce a genuine booking.
Hospitality campaigns are also exposed to geo-targeting fraud through VPN and proxy traffic. Travel apps frequently target users in high-value originating markets, passengers researching trips from Tier 1 countries. When VPN traffic is not filtered, installs attributed to premium originating markets may come from lower-value regions or fraud infrastructure. LTV models built on these geo-segments will consistently overestimate expected booking revenue per user in the affected markets.
How Tapper protects hospitality advertisers on Mobile
Three steps from connection to clean data, no engineering required.
01
Connect Tapper to your MMP and hospitality app campaigns
Tapper integrates with your AppsFlyer, Adjust, Kochava, Singular, or Branch account and your ad network accounts, monitoring every click and install across all hospitality UA campaigns from the moment of integration.
02
Fake installs, VPN traffic, and click stuffing detected simultaneously
SDK spoofing behavioural analysis, proxy and VPN detection, device cluster scoring, and click velocity analysis all run in parallel, identifying fraudulent traffic across every vector before it enters your MMP or influences your booking funnel data.
03
Booking funnel data and geo-segmentation reflect real travellers
With fraudulent installs and proxy-masked traffic excluded, your cohort analyses show genuine traveller behaviour. Booking conversion rates, geo-performance by originating market, and LTV projections are anchored to real users who search, view, and book.
Ad fraud in hospitality by the numbers
Data from Tapper's platform analysis and published industry research.
$10B
Lost to mobile ad fraud globally in 2023
28%
Of mobile installs are fraudulent on average
35%
Of fraudulent mobile clicks route through proxy networks
40%
Of mobile fraud uses SDK spoofing to generate fake installs
How much are you losing to click fraud?
Based on a 22% fraud rate for Hospitality on Mobile App. Move the slider to see your estimated monthly loss.
Industry
Hospitality
22% fraud rate
Monthly spend
$1,000
Avg. cost per install (CPI) (optional)
Your estimated numbers
Monthly fraud loss
$220
Annual fraud loss
$2,640
Monthly budget recovered with Tapper
$187
Tapper vs MMP Built-in Fraud Protection
See exactly where the gaps are, and why they matter to your hospitality campaigns.
SDK spoofing detection
Full session lifecycle behavioural analysis
Device signal matching only
Geo-targeting integrity
Proxy and VPN traffic excluded from originating market data
VPN traffic included in geo attribution
Seasonal fraud spike monitoring
Dynamic thresholds during peak travel periods
Static CTIT rules regardless of traffic volume
Booking funnel data protection
Fake installs excluded from conversion analysis
Fraudulent installs included in funnel metrics
Click stuffing protection
Organic installs correctly attributed
Organic credit vulnerable to fraudulent clicks
Cross-network visibility
All hospitality UA networks monitored in one view
Single MMP network view
Trusted by industry leaders
See how companies are protecting their ad budgets and improving ROI with Tapper.
“Tapper played a key role in improving the efficiency of Du's performance marketing activity by addressing traffic quality issues within campaigns. Following implementation, Du achieved a 13% reduction in CPA and an 8.6% increase in order rate, demonstrating a clear improvement in conversion quality and overall campaign effectiveness.”
Joseph Elbcherrawy
Client Leadership Director, Mindshare, a WPP Media Brand
“During our Tapper trial for INFINITI, we uncovered low-quality traffic that wasn't visible inside the platforms. Removing it delivered a 14% uplift in conversions and an 11.4% reduction in CPA - a meaningful efficiency gain for INFINITI's 2026 growth plans.”
David Barnes
Data & Technology Lead, Omnicom Group
“With Tapper's protection we were able to identify and block invalid clicks in real time. The impact was immediate as our cost per acquisition dropped by 30% and ROAS improved significantly. More importantly, Tapper gives us the confidence that our campaigns are reaching genuine customers, which makes it truly invaluable.”
Dimitris Bakas
Senior Performance Marketing, Public Group
“We started using Tapper to get better visibility on where our clicks were coming from, and ended up cutting wasted spend by over 12%. The performance uplift was clear, and for the first time, we could trust the numbers we were seeing. It's a total game-changer for campaign integrity.”
Stuart Parkin
Director of Operations, Regit
“Tapper's blocking technology purifies our paid media traffic which roughly equates to a 36x return against its subscription costs. It's certainly one of the easiest-to-implement tools in our entire marketing stack.”
Reno Mindemann
Head of Growth, Kama Capital
“We've been using Tapper for over a year now, and it has become a core part of how we run paid media. Invalid traffic was always something we knew existed but couldn't really act on. Tapper changed that. We're now saving up to $50K per year, and on PureSquare specifically, we saw around a 20% decrease in CPA. Based on these results, we decided to roll it out across other ventures under Disrupt as well.”
Nurkan Kirkan
GTM Consultant / Paid Growth, Disrupt.com
Trusted by leading brands worldwide
Frequently asked questions
Everything you need to know about protecting hospitality ad spend on Mobile App.
Hospitality apps pay premium CPIs reflecting the high booking value of a genuine traveller install. Fraud networks target high-CPI verticals because each fake install generates a larger payout. Travel and hospitality consistently sits alongside finance and automotive as one of the most fraud-targeted mobile verticals.
Travel apps frequently run geo-targeted campaigns to reach users in high-value originating markets. When VPN or proxy traffic is not filtered, installs attributed to premium markets may originate from other regions or from fraud infrastructure. Your geo-performance data shows strong install volume from target markets, but the booking conversion rate for those installs will be near zero because the users were never real travellers in those locations.
LTV projections for hospitality apps are built on expected booking frequency and average booking value per install cohort. When fake installs are included in cohorts, the user base appears larger than it is, suppressing apparent conversion rates and average booking revenue per user. UA budgets calibrated on these models will be set too low relative to the true value of genuine traveller installs.
Yes. Tapper monitors fraud across any campaign type where you are buying CPI or CPA installs, including direct campaigns managed through your own ad accounts and campaigns managed through OTA or affiliate networks. All traffic is monitored within the same integration.
No. A single Tapper integration with your MMP covers all campaigns, markets, and networks running against that app. Geo-level reporting within the Tapper dashboard lets you break down fraud rates by originating market without requiring separate regional setups.
Protect other industries on Mobile App
Tapper covers fraud protection for every major vertical on Mobile.
Stop paying for fraud on your hospitality campaigns
Book a demo and we will show you exactly what Tapper would block on your account, before you commit to anything.