For professionals · Researchers
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Decidi for researchers
Pre-empt Reviewer 2 before you hit submit.
Stress-test your work free 1,500 free credits · no sign-up, no card
Have the methodology, the claims and the citations challenged by independent models — so the paper you submit has already faced the harshest peer reviewer.
Why researchers use it
- Verify every citation actually exists and says what you claim — independent models won’t invent a reference the way a single one will.
- Get the Reviewer 2 critique now: the confound, the underpowered design, the alternative explanation.
- Pressure-test whether the conclusion is actually supported by the data, or one inference too far.
- Surface the methodological hole — selection bias, p-hacking risk, missing control — before submission.
- Stress-test the limitations section so the weakness is named by you, not by a rejection letter.
- Have a skeptic challenge the framing so the contribution claim survives a hostile read.
Stress-test before you ship
- Every citation — does it exist and support the claim?
- Methodology — confounds, power, controls, design
- Whether the conclusion follows from the data
- Statistical claims and the risk of over-reaching
- The limitations — named honestly, not buried
- The contribution claim under a hostile reviewer
Your council
Adversarial passes we run
Citation-existence checkReviewer-2 critiqueMethodology auditConclusion-support testLimitations sweep
Stress-test your work now
1,500 free credits · no sign-up, no card