Display and programmatic fraud protection for e-commerce
Bot traffic, domain spoofing, and click farm activity drain e-commerce display budgets without reaching real shoppers, inflating impression counts while conversion rates collapse.
Trusted by leading brands worldwide
E-commerce display campaigns are prime targets for inventory fraud and bot-driven impression inflation
E-commerce advertisers running display and programmatic campaigns on the open exchange face a fraud environment designed to exploit high-volume, performance-focused buying. Because e-commerce brands optimise toward clicks and conversions, fraudulent publishers have a clear incentive to generate the click and session signals that keep them in your DSP's approved inventory set. Bot networks simulate product page visits, click through to PDPs, and even trigger basket events, creating the appearance of genuine purchase intent while consuming your retargeting and prospecting budget.
Domain spoofing is particularly damaging for e-commerce programmatic buyers. Fraudulent publishers misrepresent low-quality inventory as premium shopping, lifestyle, and comparison site placements that align with e-commerce brand safety requirements. Your DSP approves the bid, you pay a premium CPM for what appears to be relevant contextual inventory, and the ad is served on a bot farm generating zero real shopper impressions. Your retargeting pools fill with fraudulent session data, teaching your DSP to seek out audiences that do not exist.
The downstream impact on e-commerce performance data is compounding. When bot traffic generates fake sessions on your product pages, your analytics show inflated page view counts, distorted bounce rates, and misleading time-on-site metrics. Your bid strategies optimise toward inventory that delivers those fake engagement signals, increasing CPMs against fraudulent inventory sources while genuine shopper reach declines. Tapper identifies and removes invalid traffic from your display and programmatic campaigns, protecting both your budget and the integrity of your retargeting and lookalike data.
How Tapper protects e-commerce advertisers on Display
Three steps from connection to clean data, no engineering required.
01
Connect your DSP and e-commerce tracking stack
Tapper integrates with your demand-side platform and e-commerce analytics setup, monitoring impression and click signals across open exchange, private marketplace, and programmatic guaranteed inventory.
02
Bot traffic and domain spoofing identified at the impression level
Behavioural analysis, domain verification, and device fingerprinting identify invalid traffic before it enters your retargeting pools or influences your DSP's buying algorithm.
03
Retargeting data and conversion signals kept clean
Invalid sessions are excluded from your retargeting audience data and conversion reporting, so your display campaigns optimise toward genuine shopper behaviour and your ROAS reflects real performance.
Ad fraud in e-commerce 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 17% fraud rate for E-commerce on Display & Programmatic. Move the slider to see your estimated monthly loss.
Industry
E-commerce
17% fraud rate
Monthly spend
$1,000
Avg. CPM (optional)
Your estimated numbers
Monthly fraud loss
$170
Annual fraud loss
$2,040
Monthly budget recovered with Tapper
$145
Tapper vs Standard Brand Safety Tools
See exactly where the gaps are, and why they matter to your e-commerce campaigns.
Bot traffic filtering
Behavioural and fingerprint analysis per impression
Known-bad domain and IP lists only
Domain spoofing detection
Impression-level domain verification and flagging
Post-bid analysis only, no pre-spend protection
Retargeting pool protection
Excludes invalid sessions from retargeting audiences
No retargeting data filtering
Conversion signal accuracy
Filters bot-driven events before they reach your analytics
All sessions included in conversion data
Blocklist update speed
Automated and instant
Manual or weekly updates
Open exchange coverage
Full bid-stream analysis across all inventory tiers
Surface-level brand safety only
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 e-commerce ad spend on Display & Programmatic.
When bots visit your product pages through display ad clicks, they generate session data that feeds into your retargeting pools. Your DSP then serves retargeting ads to audiences that include large volumes of non-human signals, wasting retargeting budget and distorting the lookalike models you build from your converters. Tapper removes invalid sessions from your audience data before they corrupt your retargeting strategy.
Yes. Brand safety tools screen the declared publisher domain in the bid request, not the actual serving domain. When a fraudulent publisher spoofs a reputable shopping or lifestyle site, your brand safety filters pass the bid and you pay for placement that never ran where your report shows. Your ad may appear adjacent to harmful content on the real serving domain while your campaign report shows a safe premium publisher.
E-commerce advertisers are performance-focused buyers who pay on clicks and conversions, giving fraudulent publishers a clear financial incentive to generate the engagement signals that maintain their place in your approved inventory. The higher CPMs e-commerce brands pay for contextually relevant placements, such as shopping and comparison sites, also make e-commerce programmatic budgets a more valuable fraud target than lower-CPM awareness inventory.
Bot-driven clicks inflate session counts, page views, and product page engagement metrics in your analytics platform. This makes it difficult to identify genuine shopper behaviour patterns, optimise your funnel, and attribute revenue correctly. If your bid strategy uses engagement signals from your analytics as optimisation inputs, fraudulent session data teaches your DSP to seek out more of the same invalid inventory.
Yes. Tapper adds an independent layer of fraud detection that covers the gaps left by DSP-native brand safety and fraud controls. DSPs rely primarily on declared bid-stream data and domain-level checks. Tapper analyses behavioural, device, and traffic-quality signals at the impression level, catching fraud that domain-level controls cannot see.
Protect other industries on Display & Programmatic
Tapper covers fraud protection for every major vertical on Display.
Stop paying for fraud on your e-commerce campaigns
Book a demo and we will show you exactly what Tapper would block on your account, before you commit to anything.