Most telecom “fraud” isn’t random bots.
It’s targeted.
Competitors scrape plans, pricing, and promos through paid ads.
You’re not losing clicks.
You’re funding undercutting.
#Telecom#ClickFraud#AdTech
If attribution says “conversion” but finance says “where did the money go,” look upstream.
Fraud doesn’t always steal conversions.
It distorts optimisation first.
#Attribution#AdTech#PerformanceMarketing
Most teams hunt bots while repeat users drain the budget.
Paid search as navigation is one of the biggest hidden costs in mature accounts.
Valid clicks. Zero value.
#SearchMarketing#PaidSearch#MarketingLeadership
In travel, bots don’t need to convert to cause damage.
Holding rooms, seats, or packages is enough.
Every blocked booking is revenue you never recover.
#TravelMarketing#AdFraud#RevenueOps
Myth: Google already filters bad traffic, so you’re covered.
Reality: Platforms protect the auction, not your CAC.
What remains is often the most expensive problem.
#DigitalAds#GrowthMarketing#ClickFraud
If your best campaigns attract the worst traffic, congratulations.
You’ve built something worth exploiting.
Now, defend it.
#PaidSearch#ClickFraudProtection#AdFraud
Agencies: if you only report what platforms show, you’re flying blind.
Real value is knowing which clicks should never have happened.
Clients feel the difference fast.
#AgencyLife#PaidMedia
If your CTR looks great but pipeline doesn’t move, don’t celebrate yet.
In some verticals, a large share of “performance” is just noise.
#AdFraud#PerformanceMarketing
Affiliate fraud isn’t always obvious.
Incentivised traffic often looks “good” on paper while adding zero value.
If behaviour doesn’t match outcomes, dig deeper.
#AffiliateFraud#AdFraud
Ad fraud doesn’t just waste budget.
It corrupts every metric you rely on to make decisions.
Bad clicks → bad data → bad optimisation.
That’s the real cost.
#AdFraud#MarketingData#AdTech
Myth: "Automation makes fraud irrelevant."
Reality: Automation amplifies bad signals faster than humans ever could.
If fraud enters the model, it scales.
Clean inputs are now non-negotiable.
#PPC#AdFraud#AI
Every brand sits somewhere on the ad fraud spectrum.
Most don’t know where.
Are you detecting fraud after it happens, or preventing it before spend is lost?
That difference defines performance in 2026.
#AdFraud#ClickFraud#MarTech
We talk a lot about bots. What about the ‘silent affiliates’ that look legit but bleed margin?”
Use deep-dive affiliate audits: nested sub-IDs, conversion path timing, payout-vs-value review.
#AffiliateFraud#PaidMedia#TrafficGuard
Most agencies treat invalid clicks like a nuisance. They’re really a full-blown budget leak.
Start with “interaction integrity” as your north star: legitimacy → attribution → optimisation.
#ClickFraudProtection#PaidMedia#Agencies
If your remarketing audiences are full of bots, you’re paying twice for nothing.
Fake clicks create fake users that drain retargeting budgets. Clean your audiences first.
#Retargeting#ClickFraud#DigitalMedia