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Grants vs writing your EXIST application with ChatGPT

ChatGPT writes polite proposals. PTJ reads for innovation threshold. The gap is not subtle.

EXIST

ChatGPT

Finn GlasCo-Founder + Engineering

·January 22, 2026·

1 min read

At a glance

ChatGPT is unmatched at getting something on the page when you are blank. It is also unmistakably ChatGPT - reviewers spot the cadence in two paragraphs, the safety-rounded conclusions, the "moreover, furthermore" connective tissue. Grants carries the missing context: PTJ language conventions, EXIST review criteria, common rejection reasons (no academic anchor, innovation threshold not met, no LoIs from customers). Use ChatGPT to start; use us to finish.

Grants vs ChatGPT / generic LLMs: feature comparison

	Ours Grants	Theirs ChatGPT / generic LLMs
Knows what PTJ reads for
Knows EXIST review criteria
Generic-tone detection feedback
Free for unlimited drafts
Hosted in Germany / no US training
Strong at translating EN ↔ DE	Adequate

When to pick which

Pick Grants when

You're past the blank-page stage and ready for criteria-aligned editing.

EU/German data residency is required.

Pick ChatGPT / generic LLMs when

You have not started yet and need bulk text to react against.

You only need one or two passages translated, not the whole application reviewed.

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Written by

Finn Glas

Co-Founder + Engineering

Finn is one of the Co-Founders. He owns the engineering side, the infrastructure, and most of the late-night fixes that ship before anyone notices.

finn.glas at aicuflow dot comLinkedIn Website