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Best AI Utility
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Productivity
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6 min czytania
Zaktualizowano 2026-10-22

ChatGPT Wrote My Product Spec. The Outline Was Great; the Numbers Were Made Up.

It structured the doc perfectly. Then it invented adoption rates that sounded plausible and weren't.

I asked ChatGPT to draft a one-page product spec from a messy voice note. The structure it produced -- problem, user, scope, risks -- was better than mine in five minutes.

The failure showed up in the numbers. It wrote a 12 percent adoption estimate with no source, and a competitor comparison that blended two companies into one. Plausible, confident, wrong.

Now I use it for structure only. I delete every statistic it invents and fill the real ones from our analytics before the doc leaves my hands.

Treat the AI spec as a scaffold, not a source. The skeleton is a gift; the facts are still your job.

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