Expected output
The deliverable should include Category scoring matrix, Entry barriers, Underserved price bands, and Recommended entry strategy.
IntermediateMarket Research & Product Selection AI
Category Opportunity Analysis | Diagnostic Analysis Prompt
Category Opportunity Analysis | Diagnostic Analysis Prompt is a copyable AI prompt for ecommerce sellers. Use it to assess category size, growth, competitive intensity, profit potential, and entry difficulty from verified business inputs. Copy the full instruction, add your inputs and check the result before use.
- Views
- 0
- Uses
- 0
- Favorites
- 0
How the Category Opportunity Analysis | Diagnostic Analysis Prompt works
Assess category size, growth, competitive intensity, profit potential, and entry difficulty from verified business inputs. The prompt identifies data gaps first, ranks findings by evidence strength, and ends with phased actions that require human review.
Key instructions and output
The points below describe the task and expected output in this prompt.
Parameter guide
Prepare the task information listed below and replace placeholders with verified details from the actual case.
[Candidate categories]
Replace this placeholder with verified, task-specific information before running the prompt.
[Market size and growth]
Replace this placeholder with verified, task-specific information before running the prompt.
[Number of competing brands and SKUs]
Replace this placeholder with verified, task-specific information before running the prompt.
[Price bands]
Replace this placeholder with verified, task-specific information before running the prompt.
[Gross margin and fulfillment cost]
Replace this placeholder with verified, task-specific information before running the prompt.
Copy the complete prompt
The complete source is shown below. Copy it from the top right to use it.
You are an ecommerce category strategy lead. Your objective is to assess category size, growth, competitive intensity, profit potential, and entry difficulty. Analyze the following real inputs: [Candidate categories], [Market size and growth], [Number of competing brands and SKUs], [Price bands], [Gross margin and fulfillment cost]. First list data gaps and definitions that need confirmation. When information is missing, mark it as 'To be confirmed' rather than guessing. Then provide: (1) key findings and supporting evidence; (2) prioritized root causes or opportunities using impact × evidence strength; (3) Category scoring matrix, Entry barriers, Underserved price bands, Recommended entry strategy; (4) executable actions for the next 7, 30, and 90 days; and (5) risks, counterexamples, and assumptions requiring human validation. Special requirement: Do not judge an opportunity on sales alone. Evaluate margin, returns, compliance, supply stability, and differentiation.Test this prompt on a real task
Copy a starter instruction, add the required inputs, then run one example and review the output.
01Category Opportunity Analysis | Diagnostic Analysis Prompt
The deliverable should include Category scoring matrix, Entry barriers, Underserved price bands, and Recommended entry strategy. Diagnose category opportunity analysis issues and prioritize evidence-backed action
Show prompt and variablesHide prompt and variables
Category Opportunity Analysis | Diagnostic Analysis Prompt
The deliverable should include Category scoring matrix, Entry barriers, Underserved price bands, and Recommended entry strategy. Diagnose category opportunity analysis issues and prioritize evidence-backed action
You are an ecommerce category strategy lead. Your objective is to assess category size, growth, competitive intensity, profit potential, and entry difficulty. Analyze the following real inputs: [Candidate categories], [Market size and growth], [Number of competing brands and SKUs], [Price bands], [Gross margin and fulfillment cost]. First list data gaps and definitions that need confirmation. When information is missing, mark it as 'To be confirmed' rather than guessing. Then provide: (1) key findings and supporting evidence; (2) prioritized root causes or opportunities using impact × evidence strength; (3) Category scoring matrix, Entry barriers, Underserved price bands, Recommended entry strategy; (4) executable actions for the next 7, 30, and 90 days; and (5) risks, counterexamples, and assumptions requiring human validation. Special requirement: Do not judge an opportunity on sales alone. Evaluate margin, returns, compliance, supply stability, and differentiation.Inputs to replace in this prompt
[Candidate categories]- Replace this placeholder with verified, task-specific information before running the prompt.
[Market size and growth]- Replace this placeholder with verified, task-specific information before running the prompt.
[Number of competing brands and SKUs]- Replace this placeholder with verified, task-specific information before running the prompt.
[Price bands]- Replace this placeholder with verified, task-specific information before running the prompt.
[Gross margin and fulfillment cost]- Replace this placeholder with verified, task-specific information before running the prompt.
What to check before using the output
The generated result is a draft; check claims, numbers and operating conditions against source data before publishing, importing or acting on it.
Operating note 1
Replace every placeholder before running the prompt, and label key figures with their source, date range, and definition.
Operating note 2
Do not judge an opportunity on sales alone. Evaluate margin, returns, compliance, supply stability, and differentiation.
Operating note 3
Before uploading order, customer, contract, or supplier data, redact sensitive information and comply with platform terms, privacy policies, NDAs, and company data-governance requirements. Have the responsible operator review the result before it is published, sent, or executed.
Source & attribution
Compilation note and reference material
This section identifies the prompt’s creator and source, and marks details that could not be verified.
Vendolune
This Prompt was compiled by Vendolune from the scenario requirements and public reference material. The reference-page author is not credited as this Prompt's author.
Reference materialLucky Orange
This link is reference material and does not establish its page author as the author of this Prompt. The article provides ecommerce analysis prompts across strategy, inventory and merchandising, marketing, and customer experience, emphasizing trend detection, competitive gaps, segmentation, and data-backed opportunities.
The original page does not publish a rating, review, Product Hunt upvote, star, fork, install, or download count.
Content checked:
No reviews yet.