Q: What is Consumer and Shopper Journey Intelligence?
Consumer and Shopper Journey Intelligence is the practice of mapping and analyzing every touchpoint across the full consumer journey – from initial awareness and consideration, through the shopping and purchase experience, to post-purchase use, advocacy, and repurchase. Unlike traditional market research that focuses on isolated moments, journey intelligence ranks each touchpoint by its impact on loyalty, conversion, and ROI, so brands know exactly where to invest. At Khatanalytics, we use our proven Loyalty Loop framework to deliver this intelligence for CPG and consumer electronics brands.
Q: What is the Loyalty Loop?
The Loyalty Loop is Khatanalytics' proven framework for mapping the end-to-end consumer and shopper journey and ranking each touchpoint by ROI impact. Unlike traditional linear purchase funnels that end at the sale, the Loyalty Loop captures what happens after purchase – product experience, advocacy, and repurchase triggers. When brands master the end-to-end journey touchpoints, consumers skip the full shopping process on their next purchase and go straight to "decide and buy." This is the Loyalty Loop in action – and it drives faster sales, longer retention, and higher ROI.
Q: What makes Khatanalytics different from other insights consultancies?
Two capabilities set us apart. First, we deliver Consumer & Shopper Journey Intelligence – mapping the full journey from awareness through post-purchase, not just the shopping process. Second, we deliver Retailer Partnership Intelligence – the data-backed insights that position your brand as a strategic partner to retailers like Costco, Amazon, and Walmart. Most consultancies offer one or the other. Khatanalytics delivers both, giving clients unified intelligence and a complete go-to-market strategy from one partner instead of fragmented insights from multiple vendors. We also bring Fortune 100 rigor (Samsung, Unilever, Nielsen) with boutique agility and responsiveness.
Q: What types of companies does Khatanalytics work with?
We work primarily with growth-focused CPG (Consumer Packaged Goods) and consumer electronics brands in the US market, typically in the $500M to $5B revenue range. Our ideal clients are ambitious executives – often from Fortune 500 backgrounds – now at mid-market brands where they don't have the large in-house consumer insights teams they're accustomed to. Our clients include brands like Samsung, Kenvue, Church & Dwight, Brother International, Midea, and Mars (Tasty Bite).
Q: Who is Uzma Khatana Rauf?
Uzma Khatana Rauf is the Founder and CEO of Khatanalytics Consulting LLC. She spent 20+ years leading consumer, shopper, and market insights at Fortune 100 companies – including VP of Consumer, Shopper & Market Insights at Samsung Electronics, Head of Shopper Insights and Pricing Analytics at Unilever, and VP of Custom Analytics at Nielsen where she led the Kraft Snacks account. Her Samsung team delivered 120+ projects for a ~$30 billion enterprise. Uzma's expertise is in strategic consumer journey analysis, thought leadership, and turning complex, disparate data into clear growth strategies.
Q: What are the different service levels?
Khatanalytics offers four engagement models. Strategic Insights Diagnostic (3-6 weeks) identifies critical insight gaps and designs a prioritized roadmap. Targeted Journey Intelligence (6-10 weeks) is a surgical deep-dive into specific consumer or shopper learning gaps. Comprehensive Journey Intelligence (8-14 weeks) delivers end-to-end journey research with cross-functional strategies. Strategic Advisory (custom duration) provides fractional insights leadership, organization design, or ongoing partnership.
Q: How does Khatanalytics help brands win at retail?
We deliver Retailer Partnership Intelligence – category insights and shopper journey research that transform how brands engage with retailers. Instead of approaching retailer conversations with just sales data, our clients bring data-backed category visions, shopper journey maps, and strategic recommendations that position them as growth partners, not just vendors. This has helped clients defend and win distribution at Costco, strengthen Amazon strategies, and build more productive joint business plans with Walmart and other major retailers.
Q: What research methods does Khatanalytics use?
We tailor our methodology to each client's specific learning objectives. Our toolkit includes syndicated POS and Panel data, quantitative surveys, qualitative approaches (in-home ethnographies, retail shop-alongs, eye tracking, website UX evaluations, in-depth interviews), and advanced analytics. We also leverage agile research platforms, data visualization, and AI-enhanced analysis. The Samsung Home Appliances case study, for example, combined 60 ethnographies, 32 shop-alongs with eye tracking, 60 website evaluations, a 3,000-respondent survey, and in-store sales rep interviews.
Q: Does Khatanalytics only focus on CPG and consumer electronics?
Our deepest expertise is in CPG and consumer electronics, and these are the industries where we deliver the most differentiated value. However, the Loyalty Loop framework and our consumer journey methodology apply to any category where consumers go through a considered purchase journey. We've worked across categories including home appliances, personal care, food and beverage, office technology (B2B), and connected home devices.
Q: How do I get started with Khatanalytics?
The best first step is to schedule a Strategic Insights Diagnostic conversation. In this initial discussion, we'll explore your current business challenges, identify critical insight gaps, and determine the right approach to maximize your ROI. There's no obligation – it's a consultative conversation to see if we're the right fit. Schedule Your Strategic Insights Diagnostic