Tecnología Antibot

Advanced Anti-Bot Technology to protect your Google Ads campaigns from fraudulent traffic

Half the traffic reaching your campaigns is not human

And it is destroying something even more valuable than your budget: your campaign intelligence.
Fáktica’s Anti-Bot Technology detects and removes fraudulent traffic across Display, Performance Max, Video and Demand Gen with far greater precision than standard commercial solutions—without affecting real users or interfering with Smart Bidding.

Fraud does not just drain your budget.
It poisons your data.
And that is far more expensive.

Most advertisers understand fraud as a problem of wasted budget. But there is a much quieter and more damaging consequence that few take into account.

Fake conversions

Your Google Ads dashboard fills up with conversions that never make it into your CRM… because they are not real.

Smart Bidding learns from contaminated data

Google’s algorithms rely on your conversion history and user behaviour to optimise performance. If that history includes millions of fraudulent interactions, Smart Bidding learns the wrong patterns and makes bidding decisions based on false signals.

Your scaling decisions become unreliable

CPA, ROAS, conversion rate, cost per lead: all of these metrics become distorted when a significant share of your traffic is not human. You end up making major investment decisions based on data that does not reflect reality.

How much fraud is really affecting your campaigns?

The answer is usually more serious than what the Google dashboard shows.

We carry out a free diagnostic audit of your account.

Within 2–3 weeks, you will have a clear picture of your true fraud levels.

Estimated impact on budget and CPC.

The percentage of your investment that is actually reaching human users.

How Fáktica’s Anti-Bot system differs from other alternatives

Default trust in Google’s built-in protections or in generic fraud-detection tools creates a false sense of security. None of these approaches operates at a forensic architecture level.

Approach How it works Why it's not enough
Google Ads (native protection) Aggregated data, generic rules, post-hoc filtering Doesn't detect specific attacks. Credits are minimal. Lacks incentives to carry out deep-level cleanup.
Commercial anti-fraud software IP blocking, standard rules, shared blacklists Ineffective against dynamic IPs and CG-NAT. Doesn't adapt rules to your specific account. Excludes thousands of legitimate users. Doesn't act at placement level.
Fáktica's Antibot Technology Placement and microzone exclusion + ML across hundreds of combined signals + continuous self-learning Acts where fraud actually concentrates. Adapts to each account and each attack pattern. Compatible with Smart Bidding.

Most anti-fraud systems focus on blocking individual IPs. That strategy performs poorly in today’s environment and can easily do more harm than good. With dynamic IPs and CG-NAT widely used, blocking suspicious IPs can end up excluding thousands of potential customers.

Our system starts from a different premise: fraud is not distributed randomly. It is concentrated in specific environments—particular placements within the Display network, geographical microzones, device patterns and behavioural patterns—that can be identified, excluded and monitored systematically.

How it detects fraud How it eliminates it
  • ML algorithms that analyse hundreds of combined signals per placement.
  • Technical placement characteristics: language, domain, age, authority, security protocol.
  • Behavioural patterns and geographic patterns at microzone level.
  • Correlation between technical signals and real conversion rates.
  • Self-learning continually: the system learns new fraud patterns as they evolve.
  • Selective exclusion of placements and microzones where fraud concentrates.
  • Dynamic bid adjustments to isolate suspicious environments without blocking legitimate traffic.
  • Automatic exclusions applied in real time, with no manual intervention.
  • Full compatibility with Smart Bidding: the system acts before Google's algorithms process the traffic as a signal.


Protected investment across the entire Google Display ecosystem

Display google Ads

Display

google-ads-performance-max

Perfomance Max

Demand Gen google Ads

Demand Gen

video Ads

Youtube

Eliminate fraudulent traffic, preserve real clicks and multiply campaign profitability

Within 2 to 3 months

Real results in real accounts

Waste Reduction in Display
> 20 %

Reduction in invalid interaction rate. Stabilisation below 10%.

Waste Reduction in PMax
> 20 %

With progressive improvement during the first 2–3 months of operation.

Within 2 to 3 months, invalid interaction rates typically stabilise below 10% in most accounts. During this period, the business impact becomes visible through improvements in CPC, cost per lead and conversion quality.

In one analysed Display account: 32% bad bots · 17,6% good bots · 50,4% real human traffic

Industry benchmark: In many Display and Performance Max accounts, less than half of paid traffic is human. With Anti-Bot Technology active, that ratio progressively reverses.

Key features of
Fáktica’s Anti-Bot System

Who is this technology for?

This system is particularly relevant if any of the following apply to you:

The system operates as an intelligence layer on top of your existing campaigns. It does not require a redesign of campaign structure or the pausing of active campaigns.

Weeks 1-2Diagnostic audit

We analyse the real level of fraud in your account by combining platform data with behavioural signals. We identify the placements and microzones with the highest fraud concentration. You receive a report with the estimated impact on budget and signal quality.

Week 3 — System activation

Fáktica’s proprietary scripts are deployed into your campaigns. The system starts monitoring traffic and applying real-time exclusions. No manual bids or campaign structures are modified.

Months 1-3 — Self-training and stabilisation

The system learns the patterns specific to your account and sector. Invalid interaction rates progressively decrease. In most accounts, they stabilise below 10% during this period.

From month 3 onwards — Ongoing operation and reporting

The system runs autonomously. You receive regular reports on valid traffic evolution, real CPC, conversion quality and excluded placements. Business benefits become visible in CPC, cost per lead and ROAS.

Your Questions, Answered

FAQs

Can the system hurt my campaigns in the short term while it is learning?

This is the most common concern, and it is reasonable. During the first few weeks, the system identifies and excludes fraudulent placements. That may reduce reported impressions and clicks, which can look like worse performance in the dashboard. In reality, the removed traffic was not real. The net effect — less volume, better quality — is usually reflected in stronger conversion performance and lower CPA within one to three months.

Yes — and that is precisely where it creates the most value. The system acts before Google’s algorithms process the traffic as a learning signal. By removing fraudulent signals that contaminate Smart Bidding, Google’s algorithms gradually learn from cleaner data and improve bidding decisions.

The most direct way is through a diagnostic audit. We offer a free initial audit in which we analyse the real level of fraud in your account and estimate the impact on budget, CPC and signal quality.

Commercial tools rely mainly on IP blocking and shared blacklists. That approach is ineffective against dynamic IPs, CG-NAT networks and sophisticated bots that rotate identity. Our system does not block IPs: it identifies and excludes the environments — placements and geographic microzones — where fraud is concentrated. It also self-trains on the specific patterns of your account, rather than on generic rules applied to thousands of advertisers at once.

Fáktica’s Anti-Bot Technology is optimised for Display, Performance Max, Video and Demand Gen campaigns, where placement fraud is more prevalent and more systematic. Search campaigns require different methodologies that we can discuss in a separate consultation.

The service model is tailored to the account’s advertising budget and the scope of the work. It always includes an initial diagnostic audit, system installation and configuration, and regular reporting. Contact us for a personalised proposal based on your investment volume.

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Included by Google in the Top 3% of Spanish PPC agencies
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Subsidized by the CDTI in 2021-2023.

FÁKTICA ANALYTICS

Calle Núñez de Balboa, 35A

28001 Madrid

Spain

 

DATALYTICS

4 Portland Ct

St. Louis, MO 63108

USA

Contact: info@faktica.com
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FÁKTICA ANALYTICS SL ha recibido una subvención por importe de 35.645,44 € del Ayuntamiento de Madrid, para la realización del proyecto de inversión denominado “Optimización del proceso de adquisición de clientes por PYMES mediante el uso de machine learning, big data, algoritmia y soluciones cloud.  ”, con cargo a la convocatoria pública de subvenciones dirigidas al fomento de productos, herramientas o servicios de modernización tecnológica y digitalización, orientados a las PYMES y a la mejora de su competitividad, para la anualidad 2025, de la Dirección General de Economía del Área de Gobierno de Economía, Innovación y Hacienda

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