Independent AI product teardowns
Is it a
Productor just a Prompt?
We test AI apps against ChatGPT, Claude and Gemini—then expose the product layer that actually earns its place.
LLM replaceability · Workflow depth · Domain UX · Data advantage · Action capability · Switching cost · Feedback loop ·
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Fresh from the editorial desk
Latest teardowns
One framework. Seven dimensions. No automatic roasting.
01PZPlanzoTravelTurns a destination and preferences into a day-by-day itinerary.Replaceable88Necessity2101Just a Prompt02LTLetterlyCareerGenerates tailored cover letters from a résumé and job description.Replaceable94Necessity1101Just a Prompt03PWPDF WhisperResearchChat with uploaded PDFs and extract cited answers.Replaceable86Necessity2001Just a Prompt04PMPostMintMarketingRepurposes a topic into social posts for multiple channels.Replaceable91Necessity1901Just a Prompt05SSStudySparkEducationConverts notes into summaries, quizzes and flashcards.Replaceable79Necessity3401Just a Prompt06MBMeetBriefProductivityRecords meetings, captures decisions and follows up on action items.Replaceable55Necessity5402Useful Wrapper
Explore all 21 products 02
The verdict scale
Not every wrapper is weak.
We judge the product system around the model—not whether it uses one.
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Just a Prompt
A strong prompt can replace nearly all of the core value.
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Useful Wrapper
Helpful UX and workflow, but little durable advantage yet.
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Real Product
AI is one component inside a meaningful product system.
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Defensible AI Product
Workflow, data and feedback loops compound with usage.
Put your product on the table