Click fraud protection built for your industry

Click fraud doesn’t hit every business the same way. High CPCs attract competitor clicking, public catalogs attract scrapers and lead forms attract bots. Here is what each vertical faces on Google Ads and Meta Ads, and how ClickFortify handles it.

Click fraud protection for eCommerce

Shopping and Performance Max campaigns publish your whole catalog (products, prices, and stock), which makes them a magnet for automated traffic that never intends to buy.

Price-scraper bots clicking Shopping ads to harvest your pricing and catalog data
Competitor intelligence crawlers monitoring stock and promotions through paid clicks
Fake-shopper click farms that inflate engagement signals and poison ROAS reporting

ClickFortify scores every Shopping and Performance Max click on device, network and behavior signals, and excludes repeat scraper and bot IPs in Google Ads automatically.

Google Shopping protection

Click fraud protection for law firms

Legal keywords carry some of the highest CPCs in paid search: competitive injury and practice-area terms can cost hundreds of dollars per click, so every fraudulent click is real money.

Competitor clicking on high-value practice-area keywords to drain daily budgets
A handful of bad clicks per day compounding into thousands in monthly waste
Fake consultation requests wasting intake time and skewing conversion data

ClickFortify excludes repeat clickers on your practice-area keywords in Google Ads automatically and logs every exclusion with the signals behind it.

Read the law firm click fraud guide

Click fraud protection for home services

HVAC, plumbing, roofing, and contractor advertisers run tight local budgets that competitors can exhaust by midday, especially during peak season when every lead matters most.

Local competitors clicking your ads during the exact hours customers search
Limited daily budgets knocked out before the afternoon, removing you from the auction
Lead form spam burning sales time on numbers that never pick up

ClickFortify flags and excludes suspicious repeat clicks and clicks from outside your service area, so more of a tight local budget reaches real customers.

Read the home services click fraud guide

Click fraud protection for real estate

Metro real estate keywords are expensive, and the business runs on lead quality: fake form fills and bot inquiries do more damage here than wasted clicks alone.

Bot-submitted property inquiries with fake or recycled contact details
High metro CPCs multiplying the cost of every invalid click
Polluted lead signals teaching Smart Bidding to find more low-intent traffic

ClickFortify flags bot sessions in its click log, and on Meta its CAPI proxy drops or tags conversions from flagged sessions when enabled, so delivery learns from real inquiries.

Protect lead quality

Click fraud protection for SaaS and B2B

B2B SaaS advertisers pay high CPCs on branded and competitor terms and optimize on a small number of conversions, so a few fake signups can retrain entire campaigns.

Bot trial signups and disposable-email registrations polluting the CRM
High-CPC branded terms targeted by competitor clicking
Sparse conversion data, where even a few fake leads distort Smart Bidding badly

ClickFortify excludes bot and data-center clicks in Google Ads and, on Meta, flags suspicious conversions: conversions within 2 seconds of the click, bots that converted, and devices with 3 or more conversions.

How fake leads train AI wrong

Click fraud protection for iGaming and sports betting

Regulated geo-targeting, bonus offers, and aggressive affiliates make iGaming one of the most fraud-exposed verticals in paid media.

Bonus-abuse bots and multi-account signups triggered through paid clicks
Affiliate-driven invalid traffic inflating acquisition reporting
VPN and proxy traffic dodging the geo restrictions your license depends on

ClickFortify checks every click’s IP for VPNs, proxies, Tor and data centers, and its behavior signals flag scripted visitors, with location rules for the regions you are licensed in.

VPN & proxy protection

Why click fraud hits some industries harder than others

The economics are simple: the more a single click costs, the more a competitor or bot operator gains by burning it. Legal services, home services like HVAC and plumbing, real estate, and B2B SaaS all pay premium CPCs (competitive injury-law terms can cost hundreds of dollars per click), so even a handful of fraudulent clicks per day compounds into thousands in monthly waste. That is also why competitor clicking is most documented in exactly these verticals: removing a rival from the auction for the rest of the day is worth real money.

Other industries attract different attackers. eCommerce click fraud protection matters because Shopping and Performance Max campaigns expose the full catalog publicly, which draws price-scraper bots and competitor intelligence crawlers rather than budget-burners. Lead-generation businesses (real estate, SaaS trials, local services) face form-spam bots whose damage goes beyond the click: every fake lead counts as a conversion that Smart Bidding and Meta’s delivery system then try to replicate, quietly retraining campaigns toward traffic that never buys.

Small budgets feel it the most

A fraud rate a large advertiser absorbs as noise can consume a small advertiser’s entire daily budget. A local contractor’s campaign knocked out by midday simply stops existing for the customers searching that afternoon. That is why protection matters most where budgets are tightest: ClickFortify plans start at $10 per month, less than the cost of a single fraudulent click in most competitive verticals.

Managing campaigns across many industries?

Agencies protect every client account from one dashboard, with Google Ads manager account (MCC) support, multiple workspaces and team roles.

Free 30-minute demo

See ClickFortify on your own campaigns

Live product demo. How ClickFortify scores each click and why a click gets flagged.
Your vertical. Which fraud patterns matter in your industry, and the settings that fit them.
Setup plan. A step-by-step plan to set up tracking and protection on your account.

Talk to the team

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