Click fraud refers to invalid interactions on your Google Ads or Meta Ads campaigns generated by bots, competitors, automated scripts, VPN/proxy networks, or click farms to drain your budget or depress campaign performance. According to global research institutions, over $80 billion in ad spend is wasted worldwide every year due to click fraud. This drains funds that should reach real potential customers and poisons your advertising algorithms with toxic data.

Google filters basic, known search crawlers; however, independent global research reports show that 15–20% of ad traffic bypasses Google's automated filters. Based on Q2 2026 data from ClickSambo users in Turkey, 40.1% of 320,926 monitored Google Ads clicks were invalid, and 87.9% of clicks billed by Google carried detected fraudulent traffic signals. ClickSambo captures and blocks invalid traffic missed by Google using real-time behavioral and network-level analysis

Global research indicates average invalid click rates between 15% and 25%, whereas fierce local competition drives rates higherGlobal research indicates average invalid click rates between 15% and 25%, whereas fierce local competition drives rates higher. According to ClickSambo user data, the invalid click rate in Turkey was 38.1% in Q1 2026 and rose by 2.0 percentage points to 40.1% in Q2 2026

Globally, legal, finance, and emergency services rank highest due to elevated cost-per-click (CPC) values. According to ClickSambo Q2 2026 data, the highest invalid click rates were recorded in Banking & Finance (83.8%), Maintenance (70.8%), Beauty & Cosmetics (65.6%), Online Retail (63.1%), and Home Repair (52.7%)

Search Network ads rank highest because they are direct targets for competitors. ClickSambo data shows that 69.1% of Search Network clicks, 51.0% of Performance Max (P-Max) campaign clicks, and 35.4% of Display Network clicks contain invalid traffic

While the rate of human search activity drops during the night, automated bot networks and competitor software continue to operate around the clock. According to ClickSambo data for Turkey, the invalid click rate peaks at 87.4% around midnight (23:00–00:00), whereas it falls to 35.7% during the 09:00–10:00 morning window, when genuine customer traffic is heaviest.

According to search reports, approximately 63% of Google Ads clicks worldwide originate from mobile devices. ClickSambo Q2 2026 report data indicates that 94.7% of local paid ad traffic comes from mobile devices. The invalid click rate on mobile reaches 69.0% (and up to 83.0% on the Mobile Safari browser), compared to 34.3% on desktop traffic.

VPN and proxy services mask true user locations and IP addresses. ClickSambo click data demonstrates that 96.1% of ad clicks originating from data center/hosting networks and 84.5% of clicks from anonymized VPN/Proxy/Tor networks are invalidVPN and proxy services mask true user locations and IP addresses. ClickSambo click data demonstrates that 96.1% of ad clicks originating from data center/hosting networks and 84.5% of clicks from anonymized VPN/Proxy/Tor networks are invalid

Click fraud surges most severely in major metropolitan areas with intense business competition.Click fraud surges most severely in major metropolitan areas with intense business competition.

ClickSambo detection engine data shows that 54.8% of invalid traffic consists of "Repeat Clicks" from the same source, while 42.7% stems from "Suspicious IP Ranges" utilized by coordinated bot networks

Attackers no longer rely solely on clicking repeatedly from a single IP; instead, they rotate across IP blocks owned by internet service providers. ClickSambo data confirms that the share of this attack method surged from 19.1% to 42.7% in a single quarter

Yes. Based on ClickSambo analysis of connected Google Ads accounts, 87.9% of clicks flagged as fraudulent by our system still appeared on Google's own click reports as billable ad clicks.

The "Search Other" location in Google Ads reports refers to placements at the bottom of search result pages or on search partner sitesThe "Search Other" location in Google Ads reports refers to placements at the bottom of search result pages or on search partner sites. ClickSambo data shows that clicks from this placement carry a record invalid rate of 91.7%

While 60.9% of genuine ad clicks fully load a website's landing page, only 16.0% of fraudulent clicks blocked by ClickSambo complete a page loWhile 60.9% of genuine ad clicks fully load a website's landing page, only 16.0% of fraudulent clicks blocked by ClickSambo complete a page loadWhile 60.9% of genuine ad clicks fully load a website's landing page, only 16.0% of fraudulent clicks blocked by ClickSambo complete a page load. The vast majority of paid clicks are wasted without bringing actual visitors to the site

Google Smart Bidding and Meta Advantage+ optimize ad delivery based on engaged audiences. When bots click, ad platforms assume those profiles are prospective leads and show subsequent ads to similar bot accounts, poisoning campaign machine learning models.

This occurs due to broad default Google Ads location settings or competitors using residential proxies to hide their true location. You can review geographic fraud patterns using the Location Analysis reports in your ClickSambo dashboard and mobile app:

• Campaign Setting: Change location targeting in Google Ads settings from "Presence or interest" to "Presence: People in or regularly in your targeted locations".

• Residential Proxy Detection: Even when attackers use residential proxies, ClickSambo identifies and blocks these artificial IPs based on real-time traffic data.

• Circuit Breaker Intervention: When a sudden attack originates from a specific area, the ClickSambo Circuit Breaker temporarily excludes that geographic location to protect your budget

While Broad Match ads in digital marketing are generally more susceptible to widespread, low-quality traffic, competitor and bot attacks can directly target your specific keywords such as Exact Match and Phrase Match that hold high conversion potential. Indeed, an analysis of ClickSambo click data has revealed instances where invalid click rates reached as high as 80.9% for Exact Match keywords subjected to targeted competitive attacks. ClickSambo is capable of filtering out these targeted attacks at the keyword level, regardless of the match type.

Attackers deploy automated Headless Chrome browsers and mobile device emulators scripted to mimic human beAttackers deploy automated Headless Chrome browsers and mobile device emulators scripted to mimic human behaAttackers deploy automated Headless Chrome browsers and mobile device emulators scripted to mimic human behavioAttackers deploy automated Headless Chrome browsers and mobile device emulators scripted to mimic human behaviorAttackers deploy automated Headless Chrome browsers and mobile device emulators scripted to mimic human behavior. These scripts search target keywords and click on your ads, depleting daily budgets within minutes

If your cost-per-click is high and competitors run automated scripts during early morning hours, your daily budget can be completely depleted before genuine customers begin searching

Search engine indexing bots (like Googlebot) crawl organic site pages without clicking ads (accounting for 34.0% of organic page loads). Ad bots specifically target paid URLs containing tracking parameters (GCLID) to drain advertising spend

Yes. You can create an account, complete the 5-minute setup, and run a 7-day free trial to audit live invalid click rates and measure saved budget directly on your campaigns.

ClickSambo is an AI-powered ad protection and optimization tool that safeguards your Google Ads and Meta Ads campaigns against invalid clicks, competitor attacks, and fake lead forms, ensuring that your advertising budget reaches genuine customers

• Step 1 (Sign-Up & Plan): Create an account, select a plan matching your monthly website traffic, and enter your payment details (no charges made during the 7-day trial).

• Step 2 (Industry Configuration): Select your industry to optimize detection rules (if unlisted, pick any option and our team will adjust it).

• Step 3 (Tracking Codes): Insert Code 1 into your HTML <head> tag and Code 2 immediately after the opening <body> tag. You can receive 100% free setup support from our 24/7 technical team at this stage.

• Step 4 (Account Connection): Automatically link your Google Ads or Meta account; protection activates instantly.

Payment details are registered upon account creation, but absolutely no charge is made to your card during the 7-day trial period. If you do not request cancellation by the end of 7 days, your selected plan subscription activates and billing occurs

Yes. If you encounter difficulties adding the tracking codes, our 24/7 technical support team provides completely free installation support to prepare your account

No. ClickSambo does not alter your ad copy, headlines, or creative assets. Because tracking operates via Google Ads tracking templates and pixels, your ads remain continuously active without review delays

Code 1 is placed in the <head> section to perform advanced device fingerprinting, behavioral tracking, and instant fraud evaluation. Code 2 is a fallback NoScript tag ensuring bots with JavaScript disabled are still captured

Navigate NavigatNavigate to Account Settings > Connections in your dashboard, sign in with your Google account, grant permission, select your Customer ID (or MCC sub-account), and click save

Log in via Meta through your dashboard, select the target ad account and Meta Pixel, and confirm connection

You can download "ClickSambo" for free on the iOS App Store and Google Play Store. The mobile app allows you to receive instant fraud alerts, review daily/weekly/monthly summaries, inspect reports, manage blocking rules, adjust IP thresholds, and update account settings

Yes. Under Account Settings > Package > Domain Info, click the "Share" button to grant client e-mail addresses view access to specific domain reports

Yes. Depending on your package limit, you can add and manage multiple domain names within one dashboard.

No. The 7-day free trial applies to a single website. To add a second website, you can activate your subscription plan

Upgrades do not charge full retroactive fees. The system calculates a prorated difference for the remaining days of the current month and transitions your account seamlessly

Yes. If your monthly visitor traffic exceeds your plan capacity, protection pauses as your usage allocation for that month is exhausted. You can upgrade your plan under account settings or wait for your monthly renewal cycle

Go to Account Settings > Connections, click "Disconnect," and then click "Connect" to link your new Google Ads account within seconds

Select your MCC account on the Google Ads connection screen, and then choose the specific child account (Sub-Account) containing your active campaigns from the dropdown list

No. Our tracking scripts load asynchronously via global Content Delivery Networks (CDNs), ensuring zero negative impact on page load speed or user experience

ClickSambo OÜ is officially listed on Google's certified click tracker directory, certifying 100% compliance with Google Ads policies and requirements

Yes. The 7-day free trial grants full access to all platform functions, advanced analytics, and protection capabilities

Yes. There are no long-term contracts; you can cancel your subscription at any time via the mobile app or by reaching out to our support channels. Detailed cancellation policies are available on our terms page

Standard ClickSambo plans operate on monthly rolling subscriptions that can be canceled at any time. Detailed refund policies are outlined in our terms of service. Annual prepayments for Shield include 2 months free

No. No raw phone numbers, e-mail addresses, or PII are stored in dashboards or reports. All data is anonymized using SHA-256 cryptographic hashing .

Upon every click, ClickSambo evaluates device fingerprints, IP reputation, VPN/Proxy/Tor flags, network classification, and session behavior. Confirmed invalid IPs are instantly transmitted to Google Ads and Meta Ads exclusion lists.

Google Ads caps account-level IP exclusions at 500 IPs. ClickSambo dynamically rotates this IP pool by removing older, low-risk IPs and inserting newly detected active threats, maintaining continuous protection

Threshold settings define the maximum number of ad clicks permitted from a single IP address within set time windows (e.g., 5 min, 30 min, 1 hour, or 24 hours). For example, setting a limit of "2 clicks per day" automatically blocks an IP on its 3rd click, hiding future ads from that source

When concentrated attacks hit a specific keyword, device, or location where IP blocking alone is insufficient, the Circuit Breaker automatically pauses (PAUSED) that specific campaign channel temporarily and re-enables it once the cooldown period expires

An attacked keyword is automatically set to PAUSED while keeping all other keywords in the campaign active. After the configured cooldown timer elapses, the keyword returns to ENABLED status automatically

If a wave of attacks originates from mobile devices, the system applies a -100% bid adjustment to that device type at the campaign level. For regional attacks, it temporarily excludes the targeted city/region as a negative location

Safety rules prevent accidental campaign shutdown: maximum 5 breakers active per campaign, maximum 10 automated interventions per hour, the last active keyword or device is never closed, and whitelisted entities are untouched. All parameters are customizable to your business needs

Standard IP blocking occurs after an ad click occurs. ClickSambo Shield is a server-side gateway service that inspects visitors at the server level within 3 seconds before your website loads, dropping fraudulent traffic at the door to prevent server load and spam form submissions

For dynamic IP attacks, IP blocking alone is insufficient. You must switch your bidding strategy from "Maximize Clicks" to "Conversions". ClickSambo's Conversions API integration cleanses conversion data by removing bot clicks before sending signals to Google/Meta, forcing algorithms to focus purely on real users. Contact us via WhatsApp or [email protected] to add conversion protection

Meta Ads Manager does not offer native IP blocking. ClickSambo flags fraudulent visitors via Conversions API as FraudulentVisit events, building an automated custom audience named ClickSambo Fraudulent Visitors that is automatically excluded from all active ad sets

Instant Forms run within Facebook/Instagram, bypassing site tracking scripts. ClickSambo intercepts every lead submission via webhooks in real time and scores it across 4 layers: Content Validation, Pattern/Volume Analysis, Global Identity Network, and Ad Context. Fraudulent leads are filtered before reaching sales teams

ClickSambo sends qualified or disqualified lead status back to Meta via Conversion Leads integration. Meta's delivery optimization model adapts to target actual converting customers rather than fake lead submitters

Our system targets specific bot behavior, data centers, VPNs, or proxies rather than general residential or mobile provider IP ranges

No. IP geolocation identifies city, country, ISP, and ASN metadata; privacy regulations prevent pinpointing exact street or home addresses

Thanks to the code added to your site, requests that do not execute JavaScript are also captured on the server side and included in the tracking and scoring process.

No. In addition to IP blocking, it excludes malicious publisher sites from placement analysis, utilizes negative audience feedback, filters bot traffic from conversion data, and activates campaign-based circuit breakers; furthermore, the deployment of "ClickSambo Shield"—our server-integrated supplementary solution—enables blocking clicks before they even reach your weNo. In addition to IP blocking, it excludes malicious publisher sites from placement analysis, utilizes negative audience feedback, filters bot traffic from conversion data, and activates campaign-based circuit breakers; furthermore, the deployment of "ClickSambo Shield"—our server-integrated supplementary solution—enables blocking clicks before they even reach your websiteNo. In addition to IP blocking, it excludes malicious publisher sites from placement analysis, utilizes negative audience feedback, filters bot traffic from conversion data, and activates campaign-based circuit breakers; furthermore, the deployment of ClickSambo Shield ,our server-integrated supplementary solution enables blocking clicks before they even reach your website

A whitelist allows you to define office IPs, client IPs, or strategic keywords that must remain exempted from automated blocking rules

No. Official ad approval crawlers (such as AdsBot-Google and Facebookexternalhit) are automatically recognized and whitelisted, protecting your ad approval status

While Google Ads exclusions auto-rotate dynamically, Meta exclusion memory retention can be configured between 30 and 180 days in your dashboard

Yes. You can set custom fraud alert thresholds (e.g., "Alert me if 10 fake clicks occur within 5 minutes") across mobile push notifications and e-mail channels

Starter: 1,490 TL/mo (4,900 TL setup fee), for monthly ad budgets up to 50,000 TL, 1 domain, 100,000 daily checks.

Professional: 2,900 TL/mo (8,900 TL setup fee), for monthly budgets over 50,000 TL, 1 domain + unlimited subdomains, 500,000 daily checks.

Agency: 1,190 TL/domain/mo (3,900 TL setup fee/domain), minimum 5 domains, Professional capacity per domain.

For custom server-side Shield deployments, contact us via WhatsApp or [email protected]

"Maximize Clicks" is suitable for newly launched accounts to gather initial data. Once historical data accumulates, accounts should transition to "Conversions" or "Target ROAS" smart bidding to minimize fraud exposure. Contact us via WhatsApp or [email protected] to integrate our conversion solution

Ad platform algorithms count every button click as a successful conversion without distinguishing bots from humans. Crawlers and casual clickers inflate conversion metrics without generating actual revenue

ClickSambo uses API integrations to send verified, high-intent human interactions to your ad accounts as primary conversion data. Smart bidding models train exclusively on real buyer signals. Contact us via WhatsApp or [email protected] to add conversion protection.

Manual channel selection is limited in P-Max campaigns. The Placement Analysis screen in the ClickSambo panel identifies the websites and applications where your P-Max ads appear and generate fake clicks; you can export this list and exclude them from your Google Ads accounManual channel selection is limited in P-Max campaigns. The Placement Analysis screen in the ClickSambo panel identifies the websites and applications where your P-Max ads appear and generate fake clicks; you can export this list and exclude them from your Google Ads account.

Action Analysis categorizes real-time user behavior—including form submissions, button interactions, page navigation depth, and session duration—for both paid and organic traffic

It reveals which publisher websites, apps, or display partners host your ads and details the invalid click ratios produced by each source, allowing you to exclude fraud-heavy placements

The UTM Analysis view breaks down traffic performance across source, medium, and campaign parameters, showing which marketing channels drive genuine, qualified visitors

Improve ad relevance and landing page experience (Quality Score), optimize website loading speeds, and deploy ClickSambo to block budget-draining fake clicks so your campaign stays active longer in ad auctions

The tracking template appends click identifiers (GCLID), campaign IDs, ad group IDs, keywords, and device parameters to target URLs, allowing ClickSambo to verify click origins

It tracks whether a browser actually rendered your landing page post-click. ClickSambo data shows that invalid clicks have a very low load completion rate (16.0%), proving that fake clicks rarely turn into actual site visits

"Search Top" indicates ads displayed above organic results (carrying a 47.8% invalid rate in local data). "Search Other" refers to bottom placements or search partner sites, which exhibit a higher invalid click rate of 91.7%

Yes. Fully automated campaign types (such as P-Max and Smart Search) restrict manual audience and placement controls, making third-party fraud protection layers essential

Discrepancies occur when users bounce before scripts load, network drops happen, or automated bots click ad links without executing page JavaScript trackers

Blocking fake clicks directly stops budget waste and cleans smart bidding models. However, reducing CPC also requires improving Quality Score factors such as Ad Relevance, Landing Page Experience, and Expected CTR

ClickSambo Meta Dashboard ranks similar Facebook pages and Instagram business accounts in your sector and location by follower metrics, allowing you to benchmark competitive positioning

The Google Ads tab (ClickSambo Panel) presents detailed charts and tables breaking down total clicks, invalid clicks, and fraud percentages for every targeted search term

We recommend structuring your ad scheduling based on your industry and the general purchasing or service-acquisition behaviors of your customers. Attacks do not occur at specific times; according to ClickSambo report data, the fake click rate rises toward midnight (87.4%) while dropping to its lowest level (35.7%) between 09:00 and 10:00 AM. You can configure your ad schedule by taking into account your specific attack patterns and sales dynamics.

Google Ads may report location based on user search interest or default ISP routing centers. However, when competitors or bots use proxy or VPN networks to conceal their origin, connection traffic routes through different servers. ClickSambo analyzes real-time IP intelligence and proxy/VPN flags to expose the actual network connection point. This location discrepancy serves as a fraud signal indicating proxy manipulation

ClickSambo data shows that approximately 11.0% of paid ad traffic flows through VPN, Proxy, or Tor networks, with 84.5% of that traffic categorized as invalid

No. ClickSambo stops budget waste on invalid traffic and cleans your campaign data. Sales conversions ultimately depend on landing page design, value proposition, pricing, and customer service quality

Yes. You can export the Google Ads Refund Report  file from your ClickSambo dashboard to submit a formal refund request to Google for billed invalid clicks

It is Google's official submission form allowing advertisers to present evidence of invalid clicks and request financial account reviews

Only account users with Administrator access can submit the form. Google permits one refund investigation request per account every 60 days

The appropriate selection (such as traffic fluctuations, un-targeted locations, or IP-based suspicious activity) depends on your specific attack profile. ClickSambo provides diagnostic reports under the Google Ads menu analyzing fraud type, source, location, keywords, and placements. Advertisers make informed selections based on ClickSambo traffic data

The exported ClickSambo Excel report includes total monitored clicks, unique IP counts, threshold-exceeding IPs, Proxy/VPN IPs, suspicious IP blocks, GCLID codes, timestamps, and zero-conversion ratios

Review investigations typically take 2 to 6 weeks. Approved refunds are credited directly to your Google Ads account under Tools > Billing > Transactions > Adjustments as advertising credits rather than cash refunds

You must enter the specific 10-digit Customer ID (123-456-7890) where the affected campaigns reside. Entering an MCC Manager Account ID can lead to request rejection

These fields can be left blank or filled with "See attached report," as the full itemized IP breakdown is supplied in the attached ClickSambo Excel file

If Google rejects a request claiming their automated filters already caught the clicks, you can re-appeal using the assigned Case ID, citing frequency metrics and zero-conversion evidence from your ClickSambo report

Partner Wallet is an agency and consultant partnership platform enabling digital marketers to manage client portfolios, issue payment links, and track recurring revenue via mobile and web apps

In the app, select the client, set the amount and payment terms (3, 6, or 12 months), generate a custom payment link and share it via WhatsApp or e-mail

Commissions are calculated monthly and paid continuously for as long as the referred client remains active. Tiers include:

• 20% Commission: Monthly portfolio revenue up to €1,999

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Earned commission payouts are transferred to your registered bank account 15 business days after client payment processing completes. Visit our page for more details

Yes. You can launch a 7-day free trial for prospective clients with a single tap inside the app

Yes. Agencies whose applications are accepted can offer their own service packages to clients without being bound by self-service list prices and earn commissions based on the margins they set.

Yes. Payment links support transactions in over 190 countries, allowing you to onboard international clients and collect foreign currency earnings.