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Research, frameworks, and operational playbooks — shared so you can apply them whether you use Scaletrics or not.

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Multi-Model ConsensusBudget Pacing IntelligenceSearch Query ArchitectureConversion Path MappingAudience Signal DecayCreative Fatigue DetectionBid Landscape ModelingNegative Keyword MiningIntent Drift AnalysisCross-Channel AttributionImpression Share StrategyAttribution ModelingMulti-Model ConsensusBudget Pacing IntelligenceSearch Query ArchitectureConversion Path MappingAudience Signal DecayCreative Fatigue DetectionBid Landscape ModelingNegative Keyword MiningIntent Drift AnalysisCross-Channel AttributionImpression Share StrategyAttribution Modeling
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📊 ReportIndustry BenchmarksNew2026 Edition

Footwear Advertising Benchmarks 2026: The Break-Even ROAS a Shoe Brand Actually Has to Hit

A footwear brand needs about 3.6x reported ROAS to break even, not the 1.8x its gross margin implies. We reconciled every public footwear figure we could find, priced the returns arithmetic, and built the calculator that turns it into your number.

Industry BenchmarksFootwearEcommerceROASGoogle AdsUnit Economics
Ayse Guney
Ayse Guney
Head of PPC Engineering
16
min read
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Stop managing campaigns.

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Scaletrics handles the tactical grind — bid adjustments, search term mining, budget reallocation — so you can focus on strategy, growth, and proving your impact.

We built Scaletrics for the PPC professionals who are already good at what they do — and want a system that respects that.

Dennis Beytekin, Co-Founder
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04
🔬 ResearchNEW

We Tested 2,400 Ad Variations. Only 1 in 8 Actually Moved the Needle

Most ad variation tests produce no measurable result. Across 2,400 RSA variations, only 1 in 8 moved the needle — here's what the winners had in common.

Ad Copy TestingPerformance AnalysisResearchData-DrivenBest PracticesCampaign Optimization
Ulvi B.
Ulvi B.
Mar 10, 2025
9
0
05:48
05
🌊 AnalysisNEW

Demographic Targeting Is Dying. Here's What's Replacing It

Demographic targeting is losing precision as Google's audience pool shifts to modeled data. Here's why intent signals now outperform identity — and how to build a first-party strategy that holds up.

Audience & TargetingCustomer MatchFirst-Party DataPerformance AnalysisAccount StrategyGoogle Ads Updates
James Callen
James Callen
Mar 10, 2025
8
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Automation without understanding is just spending faster.

Emma Larsson
Head of PPC Strategy
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8:00
🎯 PlaybookSearch Term OptimizationNew8 min read

The Negative Keyword Playbook: Build a System That Stays Ahead of Waste

Reactive negative management is expensive and exhausting. This playbook gives you the architecture, seed lists, and review cadences to stay ahead of waste — permanently.

72hrswindow to seed before waste compounds
3architecture layers
20minweekly maintenance once built
80%of waste from recurring patterns
Negative KeywordsSearch TermsAccount StrategyCampaign Structure
Ayse Guney
Ayse Guney
Mar 10, 2025
Read playbook →
9:00
🎯 PlaybookCampaign OptimizationNew9 min read

The Inherited Account Playbook: How to Restructure Without Breaking What's Working

Restructuring a messy inherited account without breaking performance is one of PPC's hardest problems. This playbook gives you the phased framework to do it right — audit first, preserve signal, then rebuild.

73%of inherited accounts have Smart Bidding signal issues
3phases: audit, stabilise, rebuild
30dminimum stability window before major changes
signal quality lift from proper consolidation
Campaign StructureAccount StrategySmart BiddingMatch Types
James Callen
James Callen
Mar 11, 2025
Read playbook →
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