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Social Listening and Sentiment Analysis For A Coffee Brand: Great Grounds

In this simulation project for Great Grounds, I conducted a sentiment analysis of social media mentions to derive actionable marketing insights. By identifying patterns in product preferences and customer concerns, I proposed targeted messaging and promotional strategies. This project sharpened my skills in consumer behavior analysis, brand management, and data-driven decision-making.

Project Type

Email Marketing Campaign

Date

October 2024

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Project Overview

As part of my hands-on assignment in the Google Digital Marketing & E-commerce Coursera course, I conducted a social listening analysis for a hypothetical coffee brand, Great Grounds. The exercise simulated a real-world scenario using actual consumer sentiment data to derive insights and make strategic decisions.

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My task involved identifying patterns across positive, negative, and neutral mentions of the brand on social media and using these insights to propose data-backed marketing actions.

What Sparked This

The project allowed me to experience what it means to listen to the voice of the customer in digital spaces. I’ve always been interested in how consumer feedback, especially subtle sentiment, can be translated into clear, strategic action. This project let me explore that intersection of marketing analytics and consumer psychology.

What I Explored

  • Consumer sentiment categorization (positive, neutral, negative)

  • Analyzing unstructured social media text

  • Linking sentiment trends with product mentions (e.g., drink flavors, pricing)

  • Developing marketing actions based on feedback patterns

  • Strategizing brand communication, influencer alignment, and product promotion based on insights

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Insights and Reccommendations

  • Holiday flavors like the gingerbread latte are driving strong engagement, so it's a great opportunity to highlight this drink in upcoming campaigns and thank users who share their experiences. Coffee-related posts featuring pets or photos are also performing well, suggesting it's the perfect time to launch a user-generated content contest encouraging customers to tag Great Grounds with their coffee and pets.

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  • On the other hand, there have been multiple complaints about the peppermint latte, so it's best to pause its promotion for now and consider offering free drink redemptions to dissatisfied customers. Additionally, rising prices have been a common concern among users. To address this, the brand should reinforce its premium quality messaging while also rolling out value-driven offers like BOGO deals or flash sales to keep customers engaged and loyal.

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Key Takeaways

  • Learned how to extract insights from raw social media data and classify sentiment

  • Gained hands-on experience in translating consumer feedback into business actions

  • Strengthened understanding of strategic messaging and how to navigate brand reputation challenges

  • Realized how product perception, pricing, and personalization shape consumer sentiment and loyalty

Why This Matters

This simulation project helped me hone practical skills in social listening, a vital component of modern digital marketing. It reflects my ability to not only analyze consumer sentiment, but also bridge insights with brand strategy and offer grounded, actionable recommendations.

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