Display and programmatic fraud protection for SaaS
Fraudulent impressions, click farm traffic, and domain spoofing inflate CPMs and fill SaaS trial pipelines with fake data, corrupting account-based targeting and campaign attribution.
Trusted by leading brands worldwide






































SaaS programmatic campaigns face fraud that corrupts pipeline data and poisons account-based targeting
SaaS brands using display and programmatic advertising for demand generation face a fraud problem that extends well beyond wasted impressions. When invalid traffic from bot networks or click farms reaches your trial sign-up pages or lead capture forms, it generates low-quality or entirely fraudulent pipeline entries. Your pipeline fills with contacts that do not exist, your sales team chases leads that never respond, and your cost-per-trial calculations overstate the true cost of genuine customer acquisition. For SaaS businesses with long sales cycles and high customer acquisition costs, this data corruption is expensive to diagnose and correct.
Account-based programmatic campaigns are particularly vulnerable. When you use display advertising to target named accounts within specific firmographic segments, domain spoofing and bot traffic can simulate traffic patterns that resemble your target account profiles, misleading your DSP into believing it has successfully reached your ideal customer profile. Your impression-to-meeting or impression-to-trial conversion data becomes unreliable, making it impossible to optimise your account-based display strategy with confidence.
The frequency and reach metrics that SaaS brands rely on to guide their programmatic strategy are also distorted by fraud. If bots are consuming a significant share of your impression budget, your genuine reach against target buyer personas is far lower than your DSP reports suggest. Your frequency caps are burned through by invalid traffic, reducing real-buyer exposure and misrepresenting the true cost of reaching your addressable market. Tapper provides the traffic-quality analysis that restores accuracy to your programmatic metrics and pipeline data.
How Tapper protects saas advertisers on Display
Three steps from connection to clean data, no engineering required.
01
Connect your DSP and demand generation stack
Tapper integrates with your demand-side platform and pipeline or marketing automation platform, monitoring impression and click quality across all programmatic inventory used for SaaS demand generation.
02
Invalid traffic and domain spoofing identified before pipeline entry
Bot traffic, click farm sessions, and spoofed domain impressions are flagged and excluded before they reach your trial sign-up flows, lead forms,, keeping your pipeline data clean.
03
Account-based targeting and reach metrics corrected
With invalid impressions removed, your reach and frequency data reflects genuine exposure against your target accounts, and your account-based programmatic strategy is guided by accurate performance signals.
Ad fraud in saas 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
17%
Of programmatic ads served to non-human traffic
3x
Higher fraud on open exchange vs private marketplace
How much are you losing to click fraud?
Based on a 19% fraud rate for SaaS on Display & Programmatic. Move the slider to see your estimated monthly loss.
Industry
SaaS
19% fraud rate
Monthly spend
$1,000
Avg. CPM (optional)
Your estimated numbers
Monthly fraud loss
$190
Annual fraud loss
$2,280
Monthly budget recovered with Tapper
$162
Tapper vs Standard Brand Safety Tools
See exactly where the gaps are, and why they matter to your saas campaigns.
Bot traffic filtering
Behavioural and fingerprint analysis per impression
Known-bad IP and domain lists only
Domain spoofing detection
Impression-level domain verification and flagging
Post-bid analysis, no pre-spend protection
Pipeline data protection
Excludes invalid clicks from pipeline and lead flows
No pipeline-level filtering
Account-based reach accuracy
Filters invalid impressions from reach metrics
Reach data includes bot impressions
Frequency cap integrity
Prevents bots from burning frequency caps
Frequency counted for all served impressions
Inventory suppression
Automated, instant blocklist updates
Manual or weekly updates
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 saas ad spend on Display & Programmatic.
When bot or click farm traffic clicks your display ads and reaches your trial sign-up page, some fraudulent sessions generate form submissions or trigger conversion events. Your cost-per-trial metrics include these fraudulent entries, overstating your true customer acquisition cost for genuine users. Your sales team and onboarding workflows handle contacts that cannot convert, reducing efficiency and distorting cohort quality data.
Yes. Account-based programmatic campaigns that target named accounts by domain or firmographic segment rely on impression delivery accuracy. When fraudulent publishers spoof the domains of business publications, industry media, or other properties your target accounts read, your DSP delivers impressions to spoofed inventory rather than the genuine publisher. Your account-based reach data shows delivery against your target accounts when no real exposure occurred.
Frequency caps limit how many times a unique user sees your ad within a defined period. When bot traffic consumes frequency cap allocations, real buyers in your target audience see your ads less often than your campaign settings intend. Your reach appears normal in reporting, but genuine decision-makers in your target accounts receive reduced exposure, undermining the awareness and consideration goals of your programmatic investment.
Private marketplace deals significantly reduce fraud compared to open exchange buying because publisher inventory is curated and vetting requirements are higher. However, PMP inventory is not immune to domain spoofing or bot traffic. For SaaS brands with precise targeting requirements and high customer acquisition costs, combining PMP buying with active fraud monitoring provides the best balance of inventory quality and fraud protection.
By removing invalid impressions from your reach and frequency reporting, Tapper gives you accurate figures for genuine exposure against your target audience. This allows you to calculate real CPM-per-genuine-impression, understand true frequency against decision-makers, and set programmatic budgets based on actual addressable reach rather than inflated totals that include bot and domain-spoofed inventory.
Protect other industries on Display & Programmatic
Tapper covers fraud protection for every major vertical on Display.
Stop paying for fraud on your saas campaigns
Book a demo and we will show you exactly what Tapper would block on your account, before you commit to anything.