Fake install fraud on programmatic guaranteed campaigns
App install campaigns on programmatic guaranteed inventory face minimal but nonzero fake install risk. Residual fake installs at guaranteed CPMs carry significant cost, making attribution chain monitoring essential.
Trusted by leading brands worldwide
Even minimal fake install contamination on guaranteed deals is costly at fixed premium CPMs
Programmatic guaranteed deals are the safest tier of programmatic inventory for app install campaigns. Direct publisher relationships, fixed pricing, and committed audience quality create a significantly lower fake install risk environment compared to open exchange or PMP buying. However, residual fake install risk is not zero. Within any large publisher's audience base, some proportion of impressions may be served to bot-managed or device farm-operated devices that are capable of generating simulated install events when exposed to app install creatives.
The cost mathematics of fake installs on programmatic guaranteed deals are worth examining carefully. Because guaranteed deals involve premium fixed CPMs, each impression served to a fake install source is more expensive than the equivalent impression on open exchange inventory. If a small portion of your guaranteed impressions generate fraudulent installs, those installs cost significantly more per fake event than the same fraud on cheaper inventory. Monitoring the attribution chain from guaranteed impressions through to install and post-install behaviour is essential to validate that your premium UA investment is generating genuine users.
How Tapper stops fake installs on Display programmatic guaranteed
Three steps from connection to clean campaign data, no engineering required.
01
Connect your DSP, guaranteed deal configuration, and MMP
Tapper integrates with your demand-side platform, programmatic guaranteed deal setup, and mobile measurement partner to monitor the full attribution chain from guaranteed placement impression to install event.
02
Fake install signals identified within guaranteed publisher traffic
Click-to-install timing analysis, device signal verification, and post-install behavioural scoring identify any fraudulent installs attributed to programmatic guaranteed inventory, including low-volume incidents calibrated to avoid threshold detection.
03
Guaranteed deal CPI data corrected and publisher evidence provided
Any fake installs attributed to guaranteed placements are excluded from your CPI calculations, with evidence provided for publisher discussion and MMP reporting correction.
Fake installs on Display programmatic guaranteed by the numbers
Data from Tapper's platform analysis and published industry research.
20-40%
Average IVT rate on open exchange programmatic
$84B
Lost globally to ad fraud annually
28%
Of mobile installs from programmatic inventory are fraudulent
90%
SDK spoofing and fake install detection rate by Tapper
Tapper vs Standard Brand Safety Tools
See exactly where the gaps are, and why they matter to your programmatic guaranteed performance.
Fake install detection in guaranteed deals
Full attribution chain monitoring from guaranteed impression to MMP install
No install-level monitoring in brand safety tools
Post-install behaviour scoring
Validates genuine user behaviour for installs attributed to guaranteed inventory
Not available
MMP integration for guaranteed campaigns
Compatible with AppsFlyer, Adjust, Kochava, Singular, and Branch
No MMP data access
Guaranteed deal CPI accuracy
Fake installs excluded from guaranteed deal CPI calculation
CPI calculation includes all attributed installs
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 about fake installs on Display & Programmatic programmatic guaranteed.
Programmatic guaranteed deals carry significantly lower fake install risk than open exchange or PMP buying. However, the risk is not zero, and the premium CPMs of guaranteed deals mean that even low-level fake install contamination has a disproportionate cost impact. Monitoring ensures that your UA CPI data from guaranteed placements accurately reflects the genuine user acquisition performance of your premium publisher investment.
Tapper monitors the full attribution chain from your guaranteed placement impression through to the install event recorded by your MMP. Device signal consistency, click-to-install timing, and post-install behavioural analysis are applied to each install attributed to your guaranteed inventory. Real users acquired through premium publisher placements exhibit natural app engagement patterns that clearly distinguish them from fake installs even at low incident rates.
Yes. Programmatic guaranteed is the cleanest programmatic inventory tier for app install campaigns and justifies the premium CPM for UA campaigns where user quality is the priority. Adding Tapper attribution monitoring ensures you can verify the genuine user quality your guaranteed investment delivers, providing the data to demonstrate ROI and make informed decisions about guaranteed deal allocation within your UA media mix.
Other fraud types on Display & Programmatic programmatic guaranteed
Programmatic guaranteed campaigns face multiple fraud threats. Tapper protects against all of them.
Stop fake installs on your Display programmatic guaranteed
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