{"product_id":"consulting-woolworths-gnfr-strategy-actual-case-study","title":"Woolworths Strategy Case Study Solved GNFR","description":"\u003cp\u003e\u003cem\u003eA worked solution to the Woolworths Group analytical exercise — full data analysis, insights, and recommendations.\u003c\/em\u003e\u003c\/p\u003e\n\n\u003cp\u003e\u003cstrong\u003eThe solved GNFR (General Goods Not For Resale) case study from a Woolworths Group Strategy Manager hiring round.\u003c\/strong\u003e A 60-minute analytical exercise on fictionalised transactional data: the candidate is asked to (1) identify data hygiene issues — erroneous outlier $ spend values in the raw extract; (2) develop trends and insights; (3) make 2-3 focus-area recommendations to pursue for cost reduction with rationale; (4) flag any additional information that would improve the analysis.\u003c\/p\u003e\n\n\u003cp\u003eThis product is the \u003cstrong\u003efully solved version\u003c\/strong\u003e: the worked spreadsheet (cleaned data, pivot analysis, charts, seasonality breakdown) plus the recommendations memo \/ interview-ready response.\u003c\/p\u003e\n\n\u003cp\u003eSuits aspiring corporate strategy, procurement, FP\u0026amp;A, MBB and Big 4 consulting candidates targeting the consumer \/ retail sector. Use as an interview prep artifact or as a reference for how to structure a 60-minute analytical case under time pressure.\u003c\/p\u003e\n\n\u003cp\u003e\u003cstrong\u003eWhat you get\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n  \u003cli\u003eCandidate brief (email instructions + exercise statement)\u003c\/li\u003e\n  \u003cli\u003eRaw transactional data extract (xlsx)\u003c\/li\u003e\n  \u003cli\u003eSolved analysis: cleaned data, pivots, charts, seasonality\u003c\/li\u003e\n  \u003cli\u003eRecommendations memo with rationale\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003e\u003cem\u003eSourced from a real-world Woolworths Group recruitment exercise — sanitised, rebranded, and prepared as a tactical study product. Author: Alex Euripidou - Established 1993.\u003c\/em\u003e\u003c\/p\u003e","brand":"Alex Euripidou","offers":[{"title":"Default Title","offer_id":51825501307176,"sku":"AE-WOW-GNFR-CS-25-SOLVED","price":10.0,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0989\/1043\/7672\/files\/Screenshot2026-05-15162818.png?v=1778826536","url":"https:\/\/alexeuripidou.com\/products\/consulting-woolworths-gnfr-strategy-actual-case-study","provider":"Alex Euripidou","version":"1.0","type":"link"}