A Shopify operator analysis showing what actually moved revenue, where discounting bought growth at the expense of margin, and the three questions Anna would ask next.
A channel-by-channel breakdown of Q1 spend, ROAS, and CPA with clear winners and budget reallocation recommendations.
Sentiment analysis across 2,400 reviews with NPS trends, theme extraction, and competitive positioning insights.
A/B test results, format efficiency analysis, and demographic engagement breakdowns across 240 assets from Q1. Built for the creative team — not the client deck.
Activation funnel analysis with cohort retention curves, A/B test results, feature usage frequency, and support ticket categorisation.
Fulfilment performance deep dive with regional trend detection, delay root cause analysis, supplier concentration risk, and cost creep.
SaaS metrics deep dive with MRR trends, waterfall analysis, cohort retention curves, unit economics, and board-ready narrative.
Workforce analysis with attrition trends, RTO impact, engagement score shifts, tenure patterns, and recruitment funnel metrics.
Theme extraction and sentiment from 3,100 product reviews, ranking quality issues and feature requests by frequency and rating impact.
Theme extraction and sentiment from 5,800 social-media comments across four platforms, ranking what the audience actually reacts to by frequency and sentiment.
Theme extraction from 4,600 support tickets and survey free-text, ranking what customers contact you about by volume, resolution effort, and growth rate.
A multi-source analysis joining 4,600 support-ticket complaint themes against 12 months of churn data, ranking which complaints actually predict cancellation.
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