PaidLab
Your paid media engine stops working when you stop asking why.
Smart Bidding isn’t broken—your conversion signals are
Fix Google Ads Smart Bidding by training on one primary macro conversion and tracking micro-actions as secondary to protect signal quality and pipeline outcomes.
Why Your Best Campaign May Not Deserve More Budget
Your top campaign just posted a 6x ROAS, so naturally you want to pour more money into it. But that instinct is precisely where most marketing teams destroy value, because marketing spend doesn't scale linearly and your best-performing campaign is almost certainly closer to its ceiling than your dashboard suggests.
Data Manager API makes Google Ads signals harder to mess up
Google’s Data Manager API update makes offline and GMP event ingestion operationally critical for B2B SaaS measurement and bidding in 2026.
The Demo Request Trap: Why Your Google Ads Dashboard Is Lying to You
Your Google Ads dashboard shows 250 demo requests and a healthy cost per lead, but your sales team is staging a quiet mutiny because pipeline is flat. Welcome to the demo request trap, where optimizing for form fills instead of revenue turns your ad spend into expensive theater.
How A B2B SaaS Company Cut CPL While Keeping Strategic Control With Done-With-You Google Ads
A B2B SaaS company spending $30K-$80K monthly on Google Ads discovered their paid search contributed almost nothing to closed revenue. Here's how they rebuilt around pipeline metrics and cut cost per qualified lead by 36% without losing strategic control.
LinkedIn's 2026 Ad Stack: What Actually Moves Pipeline
LinkedIn now commands 41% of B2B paid social budgets with 121% ROAS, but most marketers are missing the biggest performance gap in platform history. Thought Leader Ads are delivering 4.65% CTR at $0.51 CPC while standard formats struggle at 0.68% CTR and $2.42 CPC.
The 27% CTR Cliff: What Ad Fatigue Actually Costs Your Pipeline
Your best-performing ad is dying right now, and by week eight, you're looking at a 27.1% CTR decline that compounds into every downstream metric your board cares about. The data shows most B2B teams refresh creatives three times too slowly, turning healthy unit economics into board-room explanations.
Signal IQ's Expansion Gives Publishers What They've Been Missing: Proof
Amazon just gave publishers the ability to A/B test which OpenRTB signals actually drive revenue, ending years of guesswork about whether passing GPIDs or transaction IDs moves CPMs. For the first time, you can prove which signals buyers value and optimize accordingly.
Use paid to validate a content refresh, not to rescue it
A practical framework for using paid media to validate content refresh impact with lift tests, channel economics, and clear success metrics.