Problem
Good CPC and CTR did not answer the commercial question.
The account generated traffic and product interest, but sales volume remained inconsistent. The investigation therefore had to separate tracking concerns from product viability, search-term quality, checkout behavior and budget decisions.
A measurement review also had to distinguish purchase actions from secondary actions such as add to cart and begin checkout.
Work completed
Tracking and media decisions were reviewed as connected workstreams.
The work included reviewing conversion-action status, primary and secondary goals, enhanced conversions, Shopify product availability, Merchant Center consistency and search-term relevance.
Campaign decisions considered product price, shipping, likely advertising cost and whether a low-value commodity item could support profitable acquisition.
- Conversion governancePurchase treated as the primary business outcome while supporting actions remained diagnostic.
- Feed and availability checksShopify, Merchant Center and structured availability signals reviewed for consistency.
- Search-term controlNegative-keyword and campaign-structure decisions based on actual query relevance.
Validation
The project required explaining what tracking could—and could not—solve.
A technically correct purchase setup cannot create demand or make an unprofitable product commercially viable. Likewise, increasing budget cannot compensate for weak conversion economics without evidence.
The practical value of the work was a clearer separation between measurement health, traffic quality, product viability and conversion-rate issues.
Disclosure
Why this case study avoids a headline ROAS claim.
Client permission to publish account-level financial results has not been established. The case study therefore focuses on the decision framework and implementation areas rather than inventing or selectively presenting a performance result.