Audience Pain Points
Operational problems faced by in-house marketers, agencies and growing paid-media teams.
Insights & analysis
Digital advertising, without the noise.
Research and practical thinking for teams navigating paid-media complexity, automation and the operational decisions that still require human judgment.
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Built around real marketing decisions
Three focused areas keep the publication useful to the audience the product actually serves.
Digital Advertising Analysis
Evidence-led analysis of automation, measurement, privacy and the changing advertising market.
Practical Campaign Guides
Review frameworks and decision tools for safer, more efficient campaign operations.
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Published insights
GuidesJul 28, 20268 min read
A safer workflow for Google Ads scripts: preview, approve, then execute
How to separate analysis from execution so an automation can move quickly without gaining unchecked publishing authority.
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Pain PointsJul 27, 20268 min read
Budget automation needs guardrails, not just a pacing formula
A practical control system for budgets that accounts for time zones, conversion lag, minimum data and the cost of a wrong decision.
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GuidesJul 26, 20267 min read
How to stop Google Ads scripts from repeating the same change
Use labels, checkpoints and live-value checks to make scheduled automation safe to rerun after timeouts, retries and partial failures.
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Industry AnalysisJul 25, 20267 min read
Google Ads automation is only as good as its audit trail
The minimum observability layer an optimization tool needs: run health, change history, anomaly alerts and decision-level explanations.
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Industry AnalysisJul 24, 20268 min read
Five reporting traps that can mislead a Google Ads optimizer
Why date ranges, segmentation, missing zero rows and conversion lag can turn a valid GAQL query into a bad automated decision.
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Pain PointsJul 23, 20268 min read
Keyword automation without the blind pause button
A better decision framework for low-performing keywords that uses evidence thresholds, intent and reversible review states.
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GuidesJul 22, 20267 min read
Negative keyword automation needs a conflict check and a review queue
How to reduce irrelevant traffic without blocking valuable demand through overly broad or context-free exclusions.
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Pain PointsJul 21, 20268 min read
Automating responsive search ads without automating bad claims
A review framework for generating varied RSA assets while protecting factual accuracy, landing-page alignment and compliance text.
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GuidesJul 20, 20268 min read
Test the optimization policy before you automate the rollout
How to use control and treatment thinking to separate real incremental value from seasonality, attribution noise and optimistic backtests.
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Industry AnalysisJul 19, 20269 min read
Google Ads scripts, automated rules or API: choose the smallest safe tool
A decision guide for matching automation complexity with the right execution surface, governance model and operating cost.
Read analysisFrom insight to workflow