Positive Review Analysis

Review Collection

Describe what you will do:

I will collect positive customer reviews of the Minnesota Wild and its game-day experience using Google Reviews. These reviews will help identify what customers enjoy most about attending games, interacting with staff, and supporting the team. I will focus on reviews with five-star ratings and written comments because they provide more information about specific customer experiences. I will then use AI to organize the feedback and identify common themes.

Analyzing Positive Reviews

First Analysis

Describe what you will do and what prompt you use:

I will use ChatGPT to analyze the positive reviews and identify what customers are most satisfied with. I will ask it to group similar comments into categories, determine how frequently each theme appears, and explain what these findings suggest about the customer experience.

Prompt used:

“Analyze the following positive customer reviews of the Minnesota Wild. Identify the main things customers are satisfied with, group similar comments into categories, and estimate how frequently each category appears. Focus on customer satisfaction with the team, arena, staff, atmosphere, food, accessibility, and overall game-day experience. Explain the most common positive themes and what they reveal about the customer experience.”

Result:

The positive reviews showed that customers were generally satisfied with several parts of the Minnesota Wild experience.

  • Friendly and helpful staff: Customers appreciated employees who were welcoming, professional, and willing to help.
  • Arena atmosphere: Several reviews described the arena as a great place to watch hockey, with an enjoyable environment.
  • Overall experience: Customers mentioned having fun and enjoying their time at games.
  • Team and fans: Reviews showed appreciation for the hockey club, the players, and the atmosphere created by other fans.
  • Convenience: Some customers mentioned shorter concession lines and convenient parking.
  • Food and concessions: One customer specifically complimented the food, although another mentioned that the food selection could be better.
  • Accessibility: One review highlighted a positive experience involving accommodations for a guest who used a wheelchair.
  • Discounts: A customer mentioned receiving a discount at the team store.

Overall, the most consistent positive feedback focused on the staff, arena atmosphere, and the experience of attending a game. This suggests that customers appreciate more than just watching hockey. The environment and service surrounding the game also play an important role in their satisfaction.

Second Analysis (Further Analysis – Word Association)

Describe what you will do and what prompt you use:

I will conduct a second analysis to look at the relationships between the positive words and themes found in the reviews. Rather than only identifying individual categories, I will use ChatGPT to determine which positive experiences are commonly connected. This can help explain what aspects of the game-day experience contribute to overall customer satisfaction.

Prompt used:

“Using the positive Minnesota Wild customer reviews, identify the most common positive keywords and themes. Explain which words and themes are associated with each other and how they connect to the overall customer experience. For example, examine relationships between staff, atmosphere, arena, hockey, fun, food, and convenience. Explain what these associations reveal about what customers value most.”

Result:

The analysis showed several connections between positive themes:

  • Staff and overall experience: Friendly and helpful employees contribute to customers feeling welcome and having an enjoyable visit.
  • Arena and atmosphere: Customers associate the arena with an exciting and enjoyable hockey environment.
  • Hockey, team, and fans: Positive comments about the team and fans connect to the excitement of watching a game and being part of the hockey community.
  • Convenience and satisfaction: Shorter concession lines and good parking make attending games easier and more enjoyable.
  • Food and overall experience: Food is another part of the game-day experience, but the reviews suggest that customer opinions about the available selection are not entirely positive.
  • Accessibility and service: Helpful accommodations demonstrate how staff and venue services can make the experience more welcoming for different guests.

One important takeaway is that customer satisfaction is connected across several parts of the experience. A good game is important, but friendly staff, a welcoming arena, and convenient services can also influence how customers remember their visit.

Recommendation

Describe what you will do and what prompt you use:

Based on the positive review analysis, I will use ChatGPT to develop marketing recommendations that build on the Minnesota Wild’s existing strengths. The goal is to identify ways the organization can highlight the experiences customers already appreciate and use those strengths to attract new fans and encourage repeat visits.

Prompt used:

“Based on the positive Minnesota Wild customer review analysis and word associations, provide marketing recommendations that build on the organization’s strengths. Explain how the Minnesota Wild can use its positive feedback about staff, arena atmosphere, hockey, fans, and convenience to improve customer satisfaction, attract new customers, and encourage repeat attendance.”

Result:

The Minnesota Wild should continue promoting the entire game-day experience rather than focusing exclusively on the hockey played on the ice.

  1. Promote the arena atmosphere: Use social media videos and photographs that show the excitement of games, the crowd, and the overall environment. This can help potential customers understand what attending a game is like.
  2. Highlight the people behind the experience: Feature employees, customer service stories, and positive fan experiences in marketing content. This reinforces the organization’s reputation for friendly and helpful staff.
  3. Promote family-friendly experiences: Use positive feedback about the atmosphere and accessibility to show that games can be enjoyable for different types of fans, including families and first-time attendees.
  4. Continue improving convenience: Maintain efficient concession operations, convenient parking, and helpful services. These details may seem small, but they can make a meaningful difference in a customer’s experience.
  5. Use customer feedback in marketing: Share genuine positive customer experiences through social media, testimonials, and promotional materials. This provides potential customers with real examples of what they can expect.

The overall recommendation is to market the Minnesota Wild as more than a hockey team. The organization should promote itself as an entertaining experience where fans can enjoy hockey, connect with others, and be part of a community.


Negative Review Analysis

Review Collection

Describe what you will do:

I will collect negative customer reviews of the Minnesota Wild using Google Reviews. I will focus on reviews that identify problems with the organization, its business decisions, ticket purchases, pricing, or the overall customer experience. These reviews will help identify areas where customers feel disappointed and where the organization may need to make improvements.

For this analysis, I will use two negative reviews. One discusses concerns about the organization’s relationship with fans outside the Twin Cities, ticket and streaming costs, and the perception that the franchise prioritizes profit. The other describes a customer’s experience purchasing expensive tickets that had a significant obstructed view that was not clearly communicated.

Analyzing Negative Reviews

First Analysis

Describe what you will do and what prompt you use:

I will use ChatGPT to identify the main complaints in the negative reviews. I will ask it to group similar issues together, determine how frequently they appear, and explain why these issues may negatively affect customer satisfaction and the organization’s reputation.

Prompt used:

“Analyze the following negative customer reviews of the Minnesota Wild. Identify the main complaints, group similar issues into categories, and estimate how frequently each issue appears. Focus on pricing, customer service, ticket transparency, obstructed views, streaming costs, fan engagement, and the organization’s relationship with fans throughout Minnesota. Explain what these complaints reveal about customer dissatisfaction.”

Result:

The negative reviews revealed several areas of concern:

  • High prices: Both reviews raised concerns about costs. One discussed expensive streaming and television options, while the other described paying approximately $150 per ticket.
  • Profit-focused decisions: One reviewer felt that the organization prioritizes making money over supporting its fans and the broader hockey community.
  • Poor value: The customer who purchased obstructed-view tickets felt that the experience did not justify the amount paid.
  • Lack of transparency: One customer was frustrated that the ticket listing did not clearly explain how much of the ice would be blocked from view.
  • Obstructed views: A camera and camera operator blocked a significant portion of the ice, preventing the customer from seeing the entire game.
  • Lack of regional engagement: One reviewer felt that the Minnesota Wild had become too focused on the Twin Cities and had neglected fans in other parts of the state.
  • Streaming and television frustrations: The cost and accessibility of watching games outside the arena were also mentioned as concerns.
  • Lack of customer appreciation: One reviewer felt that the organization was not doing enough to recognize or support its fans.

Overall, the negative reviews suggest that customers are frustrated when they feel they are paying too much or are not receiving the value and attention they expect. They also show that some fans want the Minnesota Wild to represent and connect with the entire state, not just the Twin Cities.

Second Analysis (Further Analysis – Word Association)

Describe what you will do and what prompt you use:

I will perform a second analysis to identify relationships between the negative keywords and complaints. This will help determine whether certain problems are connected and how one issue might contribute to another. For example, I will examine the relationship between high prices, poor value, and the perception that the organization is more interested in profit than its customers.

Prompt used:

“Using the negative Minnesota Wild customer reviews, identify the most common negative keywords and themes. Explain which words and complaints are associated with each other. Examine relationships between high prices, greed, poor value, ticket transparency, obstructed views, streaming costs, and regional fan engagement. Explain how these associations may influence customer satisfaction and the organization’s reputation.”

Result:

The analysis identified several important relationships between the negative themes:

  • High prices, greed, and poor value: These complaints are closely connected. When customers feel that tickets or streaming services cost too much, they may begin to believe that the organization cares more about profit than providing a good experience.
  • Ticket transparency and obstructed views: These issues are directly related. When customers are not clearly informed about obstructions before purchasing tickets, they may feel misled, especially when they have paid a significant amount.
  • Regional fan engagement and customer appreciation: The complaint about neglecting fans outside the Twin Cities connects to a larger concern about whether the organization values all of its supporters.
  • Streaming costs and accessibility: Expensive television and streaming options can make it harder for fans to follow the team, especially those who cannot regularly attend games.
  • Business decisions and organizational reputation: Decisions involving ticket prices, broadcasting, and regional outreach can influence how fans view the organization as a whole.

One of the biggest findings is that negative experiences can affect more than one part of the customer relationship. For example, an expensive ticket with an undisclosed obstruction can damage trust in the organization, not just satisfaction with one game. Similarly, a lack of regional engagement can make fans feel disconnected from the team over time.

Because this analysis is based on only two negative reviews, these findings should be treated as examples of possible customer concerns rather than a representation of all Minnesota Wild fans.

Recommendation

Describe what you will do and what prompt you use:

Based on the negative review analysis and word associations, I will use ChatGPT to develop recommendations that address the most common complaints. The goal is to identify practical improvements the Minnesota Wild could make to strengthen customer trust, improve the fan experience, and build stronger relationships with supporters throughout Minnesota.

Prompt used:

“Based on the negative Minnesota Wild customer review analysis and word associations, provide practical recommendations for addressing the complaints. Focus on ticket pricing and transparency, obstructed views, streaming accessibility, regional fan engagement, and customer appreciation. Explain how the organization can improve customer satisfaction and rebuild trust with fans.”

Result:

The Minnesota Wild should focus on improving transparency, affordability, and its relationship with fans throughout Minnesota.

  1. Improve ticket transparency: Clearly identify obstructed-view seats during the purchasing process. If a camera, camera operator, or other equipment could block part of the ice, customers should be informed before completing their purchase.
  2. Provide more affordable options: Consider offering more affordable ticket packages, family deals, student discounts, or special promotions. This could help make attending games more accessible to a wider range of fans.
  3. Improve streaming accessibility: Continue exploring ways to make games easier and more affordable to watch. Clear communication about broadcasting options and reasonably priced viewing packages could help reduce frustration among fans who cannot attend games in person.
  4. Reconnect with fans outside the Twin Cities: Bring back or expand community events, player appearances, and team caravans throughout Minnesota. Visiting smaller communities could help fans feel that the organization values their support regardless of where they live.
  5. Show appreciation for loyal fans: Develop more opportunities for fan recognition through loyalty programs, exclusive experiences, giveaways, and community events. These efforts could help customers feel that their support is valued.
  6. Communicate organizational decisions more clearly: When changes affect ticket prices, broadcasting, or community programs, the organization should explain those decisions and provide clear information to fans.

The overall recommendation is for the Minnesota Wild to put more emphasis on building long-term relationships with its fans rather than focusing only on individual sales. Improving transparency and affordability while reconnecting with communities throughout Minnesota could help strengthen the organization’s reputation and create more loyal supporters.

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I’m Josh

As part of my Digital Marketing course, I built this website to apply the concepts and tools I am learning in class to real-world contexts. Throughout the semester, I will connect this site with key digital tools, such as Google Analytics 4 (GA4), Google Search Console (GSC), and email automation, and use them to understand how online content performs and how users interact with a website.

In this course, I am learning the foundational skills of digital marketing: search engine optimization (SEO), content marketing, social media strategy, and analytics. I am also practicing how to use AI tools for content creation, keyword research, image generation, and data-driven decision-making. The goal is not only to understand digital marketing in theory but to apply it in a practical and measurable way.

To make the learning meaningful, I selected two companies that I am personally interested in. Throughout the semester, I will create content and analyses related to these companies. This project allows me to demonstrate my skills, contribute insights that may be useful for the companies.

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