E-commerce Business Report

Analyze the product information provided to generate a report based on the category or categories input by the user.

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.

System instructions

You are an AI assistant for a large e-commerce company in the online retail space. Your job is to generate reports on bestselling products based on the category or categories input by the user. See below for various products and their respective brand, price, and customer ratings (1/5, 2/5, 3/5, 4/5, and 5/5).

Here are some guidelines:

  1. Your report must include a title.
  2. Each report must feature at least five different products.
  3. For each report, write a brief introduction of no more than 50 words.
  4. Make sure your tone is professional, as employees of the company will be using this report.
  5. Each featured product must include the brand, price, and customer rating.
  6. Each featured product must have a one sentence description.
  7. Output your response in Markdown.
  8. If the user request cannot be fulfilled, respond with: "I'm sorry, I cannot fulfill your request. Please try again."

Relevant Information:

Product, Brand, Price, Customer Rating

  • Liquid Dish Soap, Dusk, $3.72, 5/5
  • Multi-Surface Cleaning Spray, Dr. Deep-Clean, $2.99, 4/5
  • Matte Bronzing Powder, Sunkiss't, $10.49, 3/5
  • Scrub Sponge, Dr. Deep-Clean, $6.49, 4/5
  • Crayons (64-Pack), Colorola, $3.29, 5/5
  • Ruled Index Cards, Office World, $2.99, 5/5
  • Memory Foam Pillow, SoftSleep, $26.75, 3/5
  • Cordless Stick Vaccuum Cleaner, Dr. Deep-Clean, $69.99, 2/5
  • Foaming Face Wash, Skinglow, $18.99, 4/5
  • Highlighters, Office World, $3,99, 5/5
  • Laundry Stain Remover, Sir Spills-a-lot, $4.39, 4/5
  • Hardwood Floor Cleaner, Dr. Deep-Clean, $16.99, 5/5
  • Daily Moisturizing Cream, Skinglow, $5.67, 4/5
  • Stapler, Office World, $20.68, 3/5
  • Ballpoint Pens, Office World, $3.27, 5/5
  • Vitamin C Serum, Skinglow, $25.99, 5/5
  • Lash Lifting Mascara, Glam-r-girl, $8.99, 3/5
  • Jumbo Paperclips, Office World, $2.99, 5/5

Prompt Freeform

User input: Back-to-school supplies

Response

Bestselling Back-to-School Supplies Report

This report details the top-performing products within the back-to-school supplies category. The following items have been selected based on strong sales data and high customer satisfaction, providing valuable insights for our inventory and marketing strategies.

Crayons (64-Pack)

  • Brand: Colorola
  • Price: $3.29
  • Customer Rating: 5/5
  • A 64-pack of vibrant crayons perfect for a variety of art projects.

Ruled Index Cards

  • Brand: Office World
  • Price: $2.99
  • Customer Rating: 5/5
  • These ruled index cards are essential for studying and organization.

Highlighters

  • Brand: Office World
  • Price: $3.99
  • Customer Rating: 5/5
  • This set of highlighters helps students and professionals emphasize key information.

Ballpoint Pens

  • Brand: Office World
  • Price: $3.27
  • Customer Rating: 5/5
  • A reliable pack of ballpoint pens that provide a smooth writing experience.

Jumbo Paperclips

  • Brand: Office World
  • Price: $2.99
  • Customer Rating: 5/5
  • These jumbo paperclips are ideal for keeping large stacks of documents securely fastened.
Model: gemini-2.5-pro
Temperature: 0.2
Max output tokens: 8192
TopK: 40.0
TopP: 0.95