Marketing & Content Topics
Marketing strategy, content marketing, campaign management, and digital marketing. Covers content strategy, campaign execution, and marketing analytics.
Content Attribution and Channel Analysis
Covers methods and trade offs for assigning credit to content and marketing channels in multi touch, multi channel environments. Topics include common attribution models such as last click, first click, time decay, position based, and fractional multi touch allocation, plus algorithmic and data driven attribution approaches. Discuss practical challenges including cross device tracking, offline conversions, attribution windows, sampling bias, delayed conversions, signal sparsity, and data quality issues. Includes using experiments and holdout tests, causal inference techniques, and marketing mix modeling to validate or supplement attribution. Emphasizes how to analyze channel performance with imperfect signals, make resource allocation decisions, prioritize content investments, and balance quantitative measurement with qualitative judgment and business context.
SEO Analytics and Attribution
Measurement and attribution for organic search encompassing analytics platform proficiency, key performance indicators, conversion tracking, and return on investment calculation. Candidates should be able to describe setup and configuration of analytics and search platforms such as Google Analytics 4 and Google Search Console, event and goal tracking, server side and client side conversion tagging, and use of UTM and campaign tracking for experiments. Discuss primary SEO metrics including organic sessions and users, keyword visibility and rankings, click through rate trends, engagement metrics such as bounce rate and time on page, organic conversions and conversion value, and cost per acquisition attributed to organic. Explain attribution model trade offs including first click, last click, multi touch, assisted conversions, attribution windows, and model limitations, as well as practical workarounds such as modeled conversions, data blending, and incremental lift or holdout experiments to measure true organic impact. Cover segmentation approaches by landing page type, device, geography, and audience to surface optimization opportunities, methods for setting realistic benchmarks and targets, and how to synthesize and communicate SEO impact and ROI to leadership in business terms.