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Display & Programmatic
SaaS

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.

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Trusted by leading brands worldwide

Dominos
STC
Porsche
Almosafer
Infiniti
Marks & Spencer
LEGOLAND
du
Parfums de Marly
Cleveland Clinic
Public Group
Magrabi Retail Group
DKNY
SACO
TOEFL
Regit
Kama
Arabian Dyar
ITE Events
You.gr
Spitishop
Dominos
STC
Porsche
Almosafer
Infiniti
Marks & Spencer
LEGOLAND
du
Parfums de Marly
Cleveland Clinic
Public Group
Magrabi Retail Group
DKNY
SACO
TOEFL
Regit
Kama
Arabian Dyar
ITE Events
You.gr
Spitishop

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

IVT Calculator

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


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Tapper vs Standard Brand Safety Tools

See exactly where the gaps are, and why they matter to your saas campaigns.

Capability
Tapper
Standard Brand Safety Tools

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

Success stories

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

Joseph Elbcherrawy

Client Leadership Director, Mindshare, a WPP Media Brand

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

David Barnes

Data & Technology Lead, Omnicom Group

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

Dimitris Bakas

Senior Performance Marketing, Public Group

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

Stuart Parkin

Director of Operations, Regit

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

Reno Mindemann

Head of Growth, Kama Capital

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

Nurkan Kirkan

GTM Consultant / Paid Growth, Disrupt.com

Disrupt.com

Trusted by leading brands worldwide

Infiniti
Dominos
TOEFL
STC
Public Group
Almosafer
Porsche

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.

E-commerce

Protection 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.

Book a demoAll Display protection