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Erdinç Kaddoura

CTO & Co-founder

22 articles LinkedIn profile

Erdinç Kaddoura is the CTO and co-founder of ClickSambo. With more than 15 years in software, he has led enterprise projects across automotive, tourism, real estate and retail. Since 2023 he has focused on data engineering and machine learning R&D, bringing his CRM and ad technology integration experience to ClickSambo's technology vision.

Articles by Erdinç Kaddoura

Google Ads Click Farms: How Fake Clicks Drain Your Budget and How to Stop Them

Google Ads Click Farms: How Fake Clicks Drain Your Budget and How to Stop Them

Clicks are pouring into your Google Ads campaigns, but sales aren't following. A click farm may be the reason. Learn how click farms generate fake clicks, the warning signs to watch for and the steps ...
Competitors Clicking Your Google Ads? How to Detect and Block Them

Competitors Clicking Your Google Ads? How to Detect and Block Them

Advertising on Google or Meta? Some of your clicks may come from competitors with no intention of buying. Learn how competitor fraud works, the warning signs and how to protect your budget.
Bot Management Solutions: Protect Your Forms, Checkout and Ad Conversions

Bot Management Solutions: Protect Your Forms, Checkout and Ad Conversions

Good bots help your SEO, but malicious bots steal data, attack your site and hurt your business. Learn how bot management solutions block bad bots while letting real visitors and search engines throug...
How Digital Advertising Analytics Helps You Optimize Marketing Campaigns

How Digital Advertising Analytics Helps You Optimize Marketing Campaigns

Without the right measurement, digital ads can quietly drain your budget. Learn how digital advertising analytics shows what's working across Google, Facebook and Instagram, so you can stop guessing a...
Why Your Website Needs Bot Traffic Filtering: The Costs and Risks of Bad Bots

Why Your Website Needs Bot Traffic Filtering: The Costs and Risks of Bad Bots

What is bot traffic filtering? Learn why bots now make up more than half of web traffic, how they distort your analytics, slow your site and waste your ad budget, and which simple filtering steps prot...
What Is Sophisticated Invalid Traffic (SIVT) and How to Block It?

What Is Sophisticated Invalid Traffic (SIVT) and How to Block It?

Basic filters catch obvious bots, but sophisticated invalid traffic (SIVT) is built to slip past them. Learn what SIVT is, how it differs from general invalid traffic (GIVT) and how to block it before...
PPC Fraud Protection in 2026: New Threats and Smarter Defenses

PPC Fraud Protection in 2026: New Threats and Smarter Defenses

Click fraud can quietly drain your PPC budget before you notice. This guide covers how PPC fraud works in 2026, the warning signs to watch for and how to protect your Google Ads and Meta Ads campaigns...
Click Fraud Beyond Search Ads: Display, Mobile, App and Programmatic Risks

Click Fraud Beyond Search Ads: Display, Mobile, App and Programmatic Risks

Click fraud goes far beyond search ads. Learn where it hits display, mobile, app and programmatic campaigns, which warning signs to watch for and how to protect your ad budget.
Top 5 Enterprise Ad Fraud Detection Tools and Solutions

Top 5 Enterprise Ad Fraud Detection Tools and Solutions

No single tool covers search, social, programmatic and video equally well. Compare five enterprise ad fraud detection tools by what they protect, what happens after detection and how they handle conve...
Top 10 Click Fraud Protection Strategies for Small Businesses

Top 10 Click Fraud Protection Strategies for Small Businesses

Small businesses feel click fraud the most. A large advertiser can absorb a few hundred fake clicks; a plumber or a dental clinic with a €30 daily budget cannot. Across 2.7 billion paid clicks, 8.51% ...
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