RECENT STORIES:

vivo Introduces vivo V80 Featuring Cold-Carved Glass Design, Advanced ...
Introducing ZimaOS 1.8: Bringing a Design-Led Self-Hosted Photo Librar...
Huanyu Entertainment Showcases New Productions at 42nd MIPCOM Cannes
Two German writers retrace the Long March by bicycle
Survey: Over 99% of respondents had no personal experience with corrup...
LOGIN REGISTER
MartechAsia
  • Features
    • Featured

      Liverpool FC to deliver more personalized, real-time digital fan experiences with AI

      Liverpool FC to deliver more personalized, real-time digital fan experiences with AI

      Wednesday, August 5, 2026, 8:51 AM Asia/Singapore | Case Study, Features, Newsletter
    • Featured

      How CMOs can reclaim creativity amid AI and automation

      How CMOs can reclaim creativity amid AI and automation

      Thursday, July 30, 2026, 5:01 PM Asia/Singapore | Features
    • Featured

      AI in martech: boon or bane?

      AI in martech: boon or bane?

      Tuesday, May 5, 2026, 1:32 PM Asia/Singapore | Features
  • News
    • Featured

      Loyalty vendors urge retailers to open loyalty systems to AI shopping agents

      Loyalty vendors urge retailers to open loyalty systems to AI shopping agents

      Friday, October 16, 2026, 10:30 AM Asia/Singapore | News, Newsletter
    • Featured

      Analysis flags invalid clicks across ChatGPT ad campaigns

      Analysis flags invalid clicks across ChatGPT ad campaigns

      Thursday, October 1, 2026, 10:28 AM Asia/Singapore | Analysis, News
    • Featured

      Survey finds AI customer service context gaps in parts of APAC

      Survey finds AI customer service context gaps in parts of APAC

      Tuesday, September 22, 2026, 11:03 AM Asia/Singapore | Analysis, News, Newsletter
  • Perspectives
  • Analyses
  • Whitepapers
  • Directory
  • E-Learning

Select Page

Ad TechAnalysis

Protecting ad budgets from hidden fraud

By Miguel Lopes, CPO, TrafficGuard | Tuesday, November 25, 2025, 5:09 PM Asia/Singapore

Protecting ad budgets from hidden fraud

The digital ad ecosystem is under siege from invalid traffic (IVT). Hyper-engaged users are a critical blind spot no one is talking about.

Online advertising is ever evolving, personalisation is now king. Marketers are increasingly pouring big budgets into tailored campaigns, but few realise their ad spend is quietly leaking away.

Unbeknownst to marketers, the digital ad ecosystem is under siege from invalid traffic (IVT). This traffic doesn’t provide any tangible value to marketers, instead it depletes budgets and damages campaign efforts, and it’s on the rise. IVT levels grew by 18% globally in Q1 2025 alone according to Pixalate, presenting a very real challenge to marketers.

IVT doesn’t just encompass malicious sources like AI powered bots however, as even legitimate loyal users are contributing to this problem without realising. Hyper-engaged users are rapidly escalating customer acquisition costs (CACs) by triggering paid campaigns with excessive clicks, draining budgets without delivering conversions.

Marketers aren’t taking into account these returning users when tackling ad fraud. If left unchecked, marketers face losing crucial advertising spend and decreased campaign effectiveness.

Silent hits to budgets
Pay-per-click (PPC) campaigns are a go-to tactic for marketers trying to boost traffic to their site. While incredibly effective, these campaigns are subject to increased IVT levels, preventing them from reaching their maximum potential. Invalid traffic is any traffic from a non-genuine source. This includes deliberately fraudulent sources such as bots operated by bad actors.

However, returning users are an overlooked source of invalid traffic unintentionally harming advertising efforts with excessive engagement.

At surface level returning users seem harmless to advertising efforts, but the reality is they are impacting PPC campaigns negatively in multiple ways.

  • Depleting ad spend: Returning users are draining advertising budgets by ramping up CACs while not contributing to new conversions. PPC campaigns are run with set budgets, with each click on the ad draining a portion of the spend. Once the budget is used up, the ad is taken down. For convenience, returning users will utilise a paid campaign to navigate back to their favourite site repeatedly, quickly draining the budget. The ad will then be taken out of circulation before it has the chance to reach new users, leaving marketers paying out for clicks that haven’t resulted in any valuable growth for the company.
  • Distorting campaign metrics: Frequent clicks from returning users significantly skew campaign metrics by artificially inflating traffic numbers. The data will suggest a campaign is performing well due to a high number of clicks, but in reality many of these clicks haven’t resulted in any real value as they are just users returning to the site. This data could then negatively impact future campaign or budgetary decisions as resources are diverted into similar ideas that will underperform because it appears the campaign was a success.

Managing loyal users
With so many resources invested into their campaigns, marketers can’t afford to let their ad spend be wasted on clicks offering zero incremental value.

Returning users aren’t the focus for fraud detection as they appear legitimate, allowing them to slip through undetected. So, the majority of anti-fraud systems let these users continue to engage with the campaign despite them offering no value, leaving marketers paying out repeatedly for already existing users.

However, there are tools and strategies marketers can deploy to more effectively manage these users and protect ad spend.

Marketers should monitor traffic at the user level to understand which users are offering genuine incremental value. By analysing behaviour patterns and activity, they can determine if returning users are distorting campaign data and spend with overactive engagement. They can then develop a strategy to address these users and protect ad spend without accidentally targeting genuine engagement.

To prevent frequent clicks driving up CACs, marketers can utilise custom verification rules. These rules set a hard cap on how many times a specific user can interact with a paid ad. After this limit is reached, they will no longer be able to see the campaign or click on it. This keeps CACs down while boosting the chances that new users will see the campaign before its budget is used up.

These rules also work to prevent click fraud from malevolent sources such as bots, as they are prevented from repeatedly spamming clicks to infiltrate campaigns and drain budgets.

Another step marketers can take to manage returning users is to introduce shadow campaigns. A shadow campaign is an exact copy of an existing campaign that is run alongside the original. Hyper-engaged returning users can then be redirected to this campaign to prevent them draining the budget of the original.

These campaigns are run at a reduced cost and allow loyal users to navigate back to their favourite site without depleting ad spend.

Ensuring results
Ensuring campaigns achieve their maximum potential is key for marketers, but with IVT rapidly depleting advertising budgets this goal is becoming harder to reach.

It’s crucial that marketers take action and manage IVT to prevent returning users from accidentally damaging campaigns.

Marketers can utilise the right strategies to protect their campaigns while still maintaining a healthy relationship with loyal users. Custom rules and shadow campaigns empower marketers to keep CACs down without neglecting their users. To guarantee they are making the most of every ad dollar, marketers need to overcome their IVT problem.

Share:

PreviousBeijing Review: The absence of the giant
Next4th AMRO Forum: Deepen ASEAN+3 Integration for Resilience Amid Fragmentation

Related Posts

Ads on streaming platforms capture more attention than ads on Social Media in India: Research

Ads on streaming platforms capture more attention than ads on Social Media in India: Research

December 9, 2022

PubMatic unveils Activate for Asia Pacific firms

PubMatic unveils Activate for Asia Pacific firms

October 4, 2023

The future of work for CMOs

The future of work for CMOs

March 7, 2024

The threat of legacy CMS

The threat of legacy CMS

October 26, 2023

Leave a reply Cancel reply

You must be logged in to post a comment.

Events

Events

ADVERTISEMENT

Whitepapers

  • DXPs Need to be Less Complicated

    DXPs Need to be Less Complicated

    Insights into what the idea …Read More »
  • Practical Applications of AI to Prioritize for Your DXP

    Practical Applications of AI to Prioritize for Your DXP

    Do you know how Artificial …Read More »

ADVERTISEMENT

ADVERTISEMENT

Case Studies

  • Optional Foodpanda plug-in enables conversational food delivery ordering in two AI chat engines

    Optional Foodpanda plug-in enables conversational food delivery ordering in two AI chat engines

    The September 2026 implementation retrieves …Read More
  • Liverpool FC to deliver more personalized, real-time digital fan experiences with AI

    Liverpool FC to deliver more personalized, real-time digital fan experiences with AI

    The football club will deepen …Read More
  • Businesses leveraging the TikTok ecosystem for app and business growth

    Businesses leveraging the TikTok ecosystem for app and business growth

    How businesses targeting younger audiences …Read More
  • The rise of programmatic DOOH

    The rise of programmatic DOOH

    As a leading smart city, …Read More

OTHER NEWS

  • vivo Introduces vivo V80 Featuring Cold-Carved Glass Design, Advanced ZEISS Portrait Imaging and Exceptional Battery Life

    October 17, 2026
    SHENZHEN, China, Oct. 16, 2026 …Read More »
  • Introducing ZimaOS 1.8: Bringing a Design-Led Self-Hosted Photo Library

    October 16, 2026
    SHANGHAI, Oct. 16, 2026 /PRNewswire/ …Read More »
  • Huanyu Entertainment Showcases New Productions at 42nd MIPCOM Cannes

    October 16, 2026
    AI Takes Center Stage as …Read More »
  • Two German writers retrace the Long March by bicycle

    October 16, 2026
    BEIJING, Oct. 16, 2026 /PRNewswire/ …Read More »
  • Survey: Over 99% of respondents had no personal experience with corruption

    October 16, 2026
    ICAC: Record-high figure reflects society’s …Read More »

  • Our Brands
  • CybersecAsia
  • DigiconAsia
  • Home
  • About Us
  • Contact Us
  • Sitemap
  • Privacy & Cookies
  • Terms of Use
  • Advertising & Reprint Policy
  • Media Kit
  • Subscribe
  • Manage Subscriptions
  • Newsletter

Copyright © 2026 MartechAsia All Rights Reserved.