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How can I identify underperforming products using Amazon ad data?

By April 17, 2026May 13th, 2026No Comments

Identifying underperforming products in your Amazon catalog is a critical exercise in resource optimization. By systematically analyzing your Amazon Advertising data, you can shift budget from products that drain resources to those that drive growth. The process involves looking beyond simple sales figures to understand the full story of customer engagement and advertising efficiency.

The Core Metrics for Diagnosis

Your investigation should focus on a combination of advertising and sales metrics to get a complete picture. Relying on a single data point can be misleading.

  • Advertising Cost of Sale (ACoS): This is your primary health indicator. A high AoS (significantly above your target or profit margin) means you’re spending too much to generate each dollar of sales. A product with a consistently and unprofitably high AoS is a prime candidate for review.
  • Click-Through Rate (CTR): A low CTR suggests your ad creative (image, title, price) isn’t compelling enough to get shoppers to click, even when your product is shown to a relevant audience. This indicates a problem with your listing’s appeal or your keyword targeting.
  • Conversion Rate (CVR): This is the most telling metric for product-market fit. If you’re getting clicks but few sales (low CVR), the issue likely lies with your product detail page: images, description, reviews, price, or competitive comparisons. The product might not be meeting customer expectations set by the ad.
  • Total Advertising Spend vs. Sales Revenue: Look at the absolute numbers. A product that generates sales but consumes a disproportionate amount of your total ad budget without a strategic reason (like launching a new line) is underperforming from an efficiency standpoint.
  • Impressions & Share of Voice: If your impressions are plummeting, your ads may be losing auctions due to low bids or poor relevance. A shrinking share of voice can signal that competitors are outperforming you, making it harder for your product to even be seen.

A Step-by-Step Analysis Framework

Follow this structured approach to move from data to actionable decisions.

  1. Segment Your Data: Don’t analyze your account as a whole. Break down performance by individual ASINs, campaigns, and ad groups. This allows you to pinpoint exactly which product and which advertising strategy is failing.
  2. Benchmark Against Goals: Compare each product’s AoS and CVR against your established targets and its own historical performance. A product whose efficiency is degrading over time is a warning sign, even if it’s still “profitable.”
  3. Conduct a Keyword Audit: Within the campaigns for a suspect product, analyze performance at the keyword level. Are you wasting money on broad, irrelevant terms with high spend and no sales? Are your best-performing keywords too niche to scale? Poor keyword strategy can make a good product look bad.
  4. Evaluate Listing Quality: For products with a high CTR but low CVR, the ad is working, but the listing is not. Scrutinize your main image, bullet points, A+ Content, review quantity/quality, and answered Q&As. Compare them directly to the top 3 competitors in search results.
  5. Assess Profitability Holistically: Factor in all costs: product cost, shipping, Amazon fees, and especially your advertising cost. A product might have strong organic sales, but if its advertised sales are unprofitable, it’s still a drain when promoted.

Turning Insight into Action

Once identified, you have several paths forward for an underperformer:

  • Pause & Redirect: Immediately pause ads for the product and reallocate the budget to your proven winners.
  • Optimize & Retest: If the product has potential, revamp the listing and creatives, refine your keyword targets, adjust bids, and launch a new, lean test campaign with a clear budget and timeline for evaluation.
  • Leverage for Discovery: Use the underperforming product in a Product Display Ad targeting shoppers viewing your best-selling products, potentially as a cross-sell or bundle opportunity, rather than promoting it directly.
  • Strategic Decision: Consider discontinuing or replacing the SKU if optimization fails and it no longer fits your brand or portfolio strategy.

Remember, this isn’t a one-time task. Regular weekly or bi-weekly reviews of these metrics create a culture of data-driven decision-making, ensuring your advertising budget is always working as hard as you are. The goal is to foster a portfolio where every advertised product carries its weight and contributes to your overall business growth.

Chase Sagum

Chase is the Founder and CEO of Sagum. He acts as the main high-level strategist for all marketing campaigns at the agency. You can connect with him at linkedin.com/in/chasesagum/