Data-led insights, forward-looking analytics, and performance patterns from 180+ campaigns — uncovering what drives exponential ROI.
Real discoveries from our data science practice, derived from TechDart, Rupams Digital, and enterprise deployments.
Analysis of 370+ creative assets shows that brands rotating 6+ concepts weekly see +84% higher CTR after 14 days.
Our LSTM models identified three behavioral patterns that forecast churn 21 days in advance with 91% accuracy, enabling preemptive retention workflows.
Featured snippet & AI overview dominance increased brand authority by 147% in B2B verticals, reducing dependency on paid clicks.
How we measure true media impact using incrementality testing & MMM 2.0
Across 24 A/B incrementality tests, the average ROAS lift from our media optimization framework reached +39% vs holdout groups. Search + social synergy proved 3.1x more efficient than siloed channels.
Based on geo-experiments with TechDart & GreenEnergy Co.
Our Markov chain models predicted future high-value segments with 87% precision. Brands using predictive LTV saw email engagement increase by 2.3x and upsell conversion +46%.
Using Bayesian hierarchical models, we re-allocated spend across 5 channels for an enterprise client, driving 37% higher efficiency. Our 'Marketing Mix 360' tool integrates real-time weather, competitive spend, and seasonality.
Naviyuga's analysis across 12 D2C brands indicates that combining zero-party surveys with behavioral clusters amplifies personalization lift by 58% compared to standard CRM segmentation.
Predictive intelligence applied to real portfolio partners
Our ML classifiers identified 4 lead attributes that correlate with 3x faster close rates. Sales velocity improved by 61% after implementing recommendation engine.
Market basket analysis revealed cross-category affinity clusters. Personalized bundles generated 27% AOV increase and reduced cart abandonment by 22%.
Using our proprietary NLP model, we identified 'opportunity voids' that increased click-through by 93% for B2B keywords, outperforming competitors by 4.2x.
Key performance indicators across our active portfolio (weighted avg)
Our analysis of 50+ generative AI campaigns shows that brands combining human strategic direction with synthetic creative variants achieve 54% lower cost per conversion while maintaining brand safety.