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Practical guidance for Indian D2C, startup, and growth-stage teams across measurement, AI search, web conversion, brand, and social.
Website DevelopmentAn operational product-data checklist for Shopify brands selling through AI discovery and agentic storefront experiences.
AI & AutomationA practical GA4 framework for measuring ChatGPT, Gemini, Copilot and other AI-assistant referrals without overstating attribution.
Performance MarketingA cohort-based method for comparing acquisition cost, retained gross profit and payback without relying on one blended LTV:CAC ratio.
Performance MarketingA practical measurement framework that separates genuine creative fatigue from audience saturation, auction pressure and landing-page problems.
Website DevelopmentA practical Shopify and GA4 reconciliation checklist for Indian D2C teams that need trustworthy purchase, revenue and funnel data.
AI & AutomationA practical workflow for using Google Ads and Analytics Ask Advisor without handing campaign decisions to an unchecked AI recommendation.
Performance MarketingA practical DSA-to-AI-Max migration checklist for Indian advertisers covering timelines, URL controls, tracking, experiments, reporting and decision rules.
Social MediaHow Indian brands can review, disclose and document AI-generated advertising across Google and Meta without confusing platform labels, law and draft guidance.
Performance MarketingA practical MER operating system for Indian D2C brands, including the formula, revenue and spend definitions, a margin-aware worked example and decision rules.
SEOA practical measurement framework connecting Google AI-feature impressions and ChatGPT referrals to engagement, qualified leads and pipeline without overstating attribution.
Performance MarketingA practical framework for measuring the conversions and revenue advertising actually caused, with test design guidance and a worked Indian D2C example.
Website DevelopmentAI agents now shop on behalf of consumers. Is your Shopify store optimised for AI discovery? Here's a 10-point AEO checklist for Indian D2C brands to implement today.