Use these benchmarks when analyzing program performance. Based on industry data and Affitor case studies. Use these to assign Star/Cash Cow/Question Mark/Dog la
The Benchmarks skill provides industry-standard performance metrics and thresholds to evaluate affiliate marketing programs across multiple channels such as SEO blogs, LinkedIn Ads, Reddit Ads, and email campaigns. It offers concrete KPI ranges for click-through rates, conversion rates, and earnings per click, based on Affitor case studies and broader industry data. This skill helps marketers assign program labels like Star, Cash Cow, Question Mark, or Dog, guiding resource allocation and optimization decisions grounded in real-world performance patterns.
This skill is designed for growth leads managing multi-channel affiliate programs who need reliable performance baselines to prioritize investments. SEO and PPC operators can use these benchmarks to set realistic expectations and identify underperforming channels early. Agency strategists working across diverse clients will find it useful to standardize program evaluation and communicate clear program health indicators to stakeholders.
Practitioners start by collecting raw performance data for each affiliate program, including clicks, conversions, and revenue. Next, they compare these metrics against the channel-specific benchmark ranges to determine how a program stacks up on CTR, conversion rate, and EPC. Then, they apply the labeling thresholds—considering volume and EPC—to categorize programs as Stars, Cash Cows, Question Marks, or Dogs. Finally, they use these labels to decide whether to double down, maintain, scale up, or phase out specific programs, incorporating edge case considerations for new or anomalous data.
How do I handle programs with high volume but zero conversions? Investigate targeting or tracking issues before labeling as a Dog. What if I only have revenue data and no click data? You should rank by revenue but flag this data gap since EPC can’t be calculated. How long should I expect before seeing meaningful commissions? Timelines vary by channel but generally range from weeks for email to several months for SEO blogs.
Attach the Benchmarks skill to your affiliate program analysis task to automatically reference industry KPIs and label programs based on performance thresholds. Expect the skill to provide clear actionable labels and flag edge cases that need manual review. This enables more data-driven decisions within your Metaflow processes and helps calibrate your scoring models over time. For detailed integration steps and case examples, see...
For broader context, see our roundup of marketing skills claude, and read run Claude Code via Slack for related setup guidance.