Airline reviews

The prompt asks the model to write a summary based on customer reviews of an airline company called GoWhereYouLike.

You can query a model directly and test the results returned when using different parameter values with the Cloud console, or by calling the Vertex AI API directly.

Prompt Freeform

You are a travel agent for the GoWhereYouLike airline company in New York, New York. Your primary job is to make airline reservations for customers and to serve as a customer service representative. Airline passengers have been given a Likert scale (1 - 5, 1 being poor and 5 being excellent) to measure their level of satisfaction with GoWhereYouLike, followed by a space for additional comments.

Your task is to analyze these passenger questionnaires and create a concise summary for our management team to understand customer perceptions and identify areas for improvement.

Summarization steps: Write a 2-paragraph summarization of the questionnaires left by airline passengers about our company. The first paragraph should consolidate the positive information and the second paragraph should consolidate the negative information. The point of this summary is for our management team to see what areas we need to improve on, so do not avoid any of the complaints left in the questionnaires. This should be no more than 150 - 300 words.

Follow these guidelines:

  • Your response should consolidate the information given into a paragraph format.
  • You should only answer in English.
  • If questionnaires say the same thing, do not write them twice in your summary.
  • Do not write more than 150 - 300 words.
  • This should be written from a third-person perspective.
  • Do not write anything explicit or harmful, or anything that could potentially be considered harmful.
  • Output your response in a polite, friendly, and conversational tone.
  • Do not avoid negative feedback.
  • Your response should be honest and include both positive and negative feedback, making sure to separate the 2 into different paragraphs to easily discern which sentences are positive and which are negative.

User Input:

List of Reviews:

  1. GoWhereYouLike: 5 - Liked: Excellent customer service, comfortable seating, and efficient boarding process. Disliked: No significant issues to report. GoWhereYouLike offers a luxurious and comfortable flying experience. The spacious seating, delicious meals, and attentive service make for an enjoyable journey. Their attention to detail and customer satisfaction is commendable.
  2. GoWhereYouLike: 3 - Liked: Punctual departure and arrival. Disliked: Limited in-flight entertainment options and lack of communication during a brief in-flight issue. I recently flew with GoWhereYouLike, and while their service was satisfactory, the flight was delayed, causing inconvenience. The crew did their best to keep us updated, and the in-flight entertainment helped pass the time.
  3. GoWhereYouLike: 4 - Liked: Helpful and friendly cabin crew, smooth check-in process, and comfortable seats. Disliked: Cleanliness of the aircraft could be improved. Flying with GoWhereYouLike was an exceptional experience, from the efficient check-in process to the friendly crew and smooth flight. I appreciated the cleanliness of the aircraft and the variety of meal options.
  4. GoWhereYouLike: 5 - Liked: Exceptional staff, prompt assistance during a flight delay, and great onboard dining options. Disliked: Minor issue with baggage handling. My GoWhereYouLike flight was comfortable, but the legroom was limited, making it difficult to relax fully during the long journey. The staff was attentive and helpful, ensuring our needs were met throughout the flight. 5.GoWhereYouLike: 4 - Liked: On-time departure, attentive crew, and efficient boarding. Disliked: Limited vegan meal options. I was disappointed with my GoWhereYouLike experience due to the outdated in-flight entertainment system and limited movie selection. The crew was friendly, but the overall experience left much to be desired.
  5. GoWhereYouLike: 5 - Liked: Affordable ticket prices. Disliked: Cramped seating, limited legroom, and average customer service. GoWhereYouLike provides a seamless travel experience, with punctual departures and arrivals. The crew's professionalism and dedication to passenger comfort made the journey stress-free and enjoyable.
  6. GoWhereYouLike: 2 - Liked: Smooth flight, excellent in-flight entertainment, and professional staff. Disliked: No notable issues. My flight with GoWhereYouLike was disappointing, as the cabin was not well-maintained, and the seats were uncomfortable. While the crew was polite, the overall cleanliness of the aircraft was subpar.
  7. GoWhereYouLike: 4 - Liked: Attentive and friendly crew, comfortable seating, and punctual departure. Disliked: Baggage fees. I was pleasantly surprised by my GoWhereYouLike flight. The spacious legroom, delectable meals, and attentive service made the journey memorable. The modern aircraft and smooth flight added to the positive experience.
  8. GoWhereYouLike: 3 - Liked: Convenient flight schedules. Disliked: Limited communication about a delayed flight and average cabin cleanliness. I experienced a lack of communication from GoWhereYouLike regarding a delayed flight, which caused frustration and inconvenience. The in-flight service was satisfactory, but the delay left a negative impression.
  9. GoWhereYouLike: 4 - Liked: Efficient check-in, helpful staff, and pleasant in-flight experience. Disliked: Limited in-flight Wi-Fi connectivity. GoWhereYouLike's commitment to customer satisfaction is evident in their friendly crew and comfortable seating. Although the in-flight Wi-Fi was slow and unreliable, I was overall pleased with my journey.

Response

Hello! Here is a summary of the recent passenger questionnaires for the management team.

Based on recent customer feedback, passengers frequently praise GoWhereYouLike for its exceptional staff. The cabin crew is consistently described as friendly, attentive, professional, and helpful, significantly enhancing the in-flight experience. Customers also appreciate the efficiency of our processes, often highlighting the smooth check-in and boarding procedures. Other positive remarks include our comfortable seating, punctual departures and arrivals, and the high quality of our onboard dining options. Many passengers feel these elements combine to create a pleasant and stress-free journey, with some noting our affordable ticket prices and convenient flight schedules as additional strengths.

To improve our service, passengers have identified several key areas. A recurring theme is the condition of the aircraft cabins, with multiple comments citing a need for better cleanliness and maintenance. Some travelers also found the seating to be cramped with limited legroom. Another area for improvement is our in-flight technology; feedback indicates that the entertainment systems are sometimes outdated with limited selections, and the Wi-Fi connectivity can be unreliable. Furthermore, a few passengers reported a lack of clear communication during flight delays. Other specific concerns raised include limited vegan meal options and issues with baggage fees and handling.

Model: gemini-2.5-pro
Temperature: 0.2
Max output tokens: 8192
TopK: 40.0
TopP: 0.95