Data Analysis Projects in United KingdomData Analysis Projects in United Kingdom
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Competitor Analysis Framework for Startup GTM Strategy I created a competitor intelligence framework for an MVP-stage edtech app to help define its market position, sharpen its go-to-market direction, and identify where the product could stand apart in a crowded student-tech category. The project focused on turning scattered competitor data into a clear strategic foundation for positioning, messaging, launch planning, and early-stage growth. The Challenge The student-tech market is crowded with platforms focused on engagement, peer connection, study support, university communication, recruitment, and campus communities. For a new product entering this space, the risk was clear: Without sharper positioning, the app could easily sound like another student platform. The goal was to identify a stronger market angle before moving into messaging, campaigns, or launch execution. I led the strategic research and competitor analysis behind the GTM foundation. My work covered: Competitor mapping Market positioning review Audience and channel analysis Feature gap review SWOT synthesis Launch checklist planning Strategic positioning recommendation This gave the product a clearer direction before execution started. The Approach I analysed 10 student engagement, community, and edtech platforms across positioning, target audience, acquisition signals, onboarding, monetisation, feature coverage, market strengths, weaknesses, and GTM patterns. The purpose was not to copy what competitors were doing. It was to understand the category clearly enough to find white space. Key Insight The research showed that many competitors were strong in one lane but weaker across the full student-life experience. Some were institution-first. Some focused mainly on academic support. Some leaned into student connection. Others relied heavily on community, search visibility, or university partnerships. The opportunity was to position the app as a student-first platform that could connect belonging, campus discovery, community, and institutional credibility. That insight helped move the product away from generic “student engagement app” messaging and toward a more differentiated GTM direction. Strategic Output The final framework helped define: A clearer category position A stronger student-first narrative Priority competitor gaps Core messaging direction Feature-led differentiation Launch and acquisition priorities A practical GTM checklist This research became part of the strategic foundation behind the product’s early growth approach. Result The strategic foundation contributed to a 0-budget growth approach that helped drive: 2,000+ account signups +1,200% month-over-month install growth 70% referral rate 27% average conversion rate
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