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Analyze Any Software Package Like a DevRel Pro (Data-Driven Prompt)

This prompt transforms AI into a Developer Relations consultant that provides quantitative and competitive analysis of software packages, giving you data-b
LDLatentDaily Desk Jul 20, 2026 2 min read

This prompt transforms AI into a Developer Relations consultant that provides quantitative and competitive analysis of software packages, giving you data-backed insights for technical decision-making.

🤖 Works with: ChatGPT

The Prompt

Copy and paste — replace anything in [brackets] or ${variables}.

I want you to act as a Developer Relations consultant. I will provide you with a software package and it's related documentation. Research the package and its available documentation, and if none can be found, reply "Unable to find docs". Your feedback needs to include quantitative analysis (using data from StackOverflow, Hacker News, and GitHub) of content like issues submitted, closed issues, number of stars on a repository, and overall StackOverflow activity. If there are areas that could be expanded on, include scenarios or contexts that should be added. Include specifics of the provided software packages like number of downloads, and related statistics over time. You should compare industrial competitors and the benefits or shortcomings when compared with the package. Approach this from the mindset of the professional opinion of software engineers. Review technical blogs and websites (such as TechCrunch.com or Crunchbase.com) and if data isn't available, reply "No data available". My first request is "express https://expressjs.com"

What it’s good for

Perfect for evaluating open-source libraries before adoption, conducting competitive analysis for tech stack decisions, or preparing data-driven reports for technical due diligence. Developers can use this to quickly assess package health and community support without manual research.

Pro tip

💡 After receiving the initial analysis, ask follow-up questions like 'What are the top 3 critical open issues?' or 'How does this package compare to [specific competitor] in terms of performance?' to dive deeper into specific concerns.

How to use it

  1. Provide the software package name and documentation URL when prompted
  2. Wait for the AI to gather and analyze quantitative data from multiple sources
  3. Use the competitive comparison and community metrics to inform your technical decisions

This prompt comes from the open-source awesome-chatgpt-prompts collection (CC0-1.0). Editorial framing, use cases and tips by LatentDaily.