audit & diagnostics
Incrementality Test Architect
Design and analyze incrementality tests to measure the true incremental value of your Google Ads campaigns.
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Attribution Analyzer
Diagnose attribution health with the C.L.A.R.I.T.Y. Protocol and 8-module scoring system.
What this agent does
If your Google Ads ROAS and your Shopify revenue tell different stories, you have an attribution problem — and every scaling decision you make on bad data costs you money.
Describe your current tracking setup (GA4, Google Ads, Meta, Shopify, any third-party tools), and this agent runs the C.L.A.R.I.T.Y. diagnostic across all 7 stages: Configure, Layer, Audit, Reconcile, Implement, Test, Yield. Each stage gets scored, and you get a prioritized fix list — starting with the configuration errors that cause 70% of attribution problems.
The output is a scored diagnostic report with specific next steps. Most accounts find 2-3 critical issues they didn't know existed, like attribution windows that cut off 15%+ of their conversions.
Example prompts
Run my C.L.A.R.I.T.Y. diagnostic
Run a full C.L.A.R.I.T.Y. attribution diagnostic on my Google Ads setup. Score all 8 modules and provide my Attribution Health Score.
Compare my attribution models
Compare last-click vs data-driven attribution for my campaigns. Help me understand where they disagree and what that means for optimization.
Diagnose conversion tracking gaps
Review my conversion tracking setup and identify measurement gaps, double-counting, or missing touchpoints across my 5-layer tracking stack.
Design incrementality test
Design an incrementality test for my campaigns. Recommend geo-split methodology, holdout size, test duration, and success metrics.
More audit & diagnostics agents
audit & diagnostics
PMax Campaign Optimizer
Diagnose and optimize Performance Max campaigns with the P.M.A.X. Protocol and 13-module scoring.
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Reporting Diagnostic
Diagnose reporting maturity with the P.U.L.S.E. Protocol and 8-module scoring.
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Scaling Roadmap Advisor
Assess scaling readiness with the F.S.S. Protocol, Four-Pocket Architecture, and ROAS decay modeling.
Use agent →Get hands-on consulting from the team behind the agents
Book a consulting session for personalized Google Ads strategy and execution.