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The after-action review for job interviews. Record or paste a transcript and get a structured, impartial assessment scored against a rubric informed by I/O psychology research, tailored to the role you interviewed for.
I just spent the past year on the job market and I noticed how little signal we actually get from interviews. The video call ends, I turn off my camera, and then... nothing. If I'm moving forward, I usually hear within a day. If I'm not, it's days of silence that eventually turn into a form rejection, or no response at all. Either way, no feedback on what worked, what didn't, or whether the conversation went the way I thought it did.
I started recording my interviews on my phone, transcribing them, and pasting the transcripts into the LLM trifecta (ChatGPT, Claude, Gemini) to compare their analysis. I wanted something more objective than my own perspective, particularly during the waiting period between rounds. Executive presence was the dimension I most wanted external input on. It's not something we can self-assess accurately, and yet it's often the deciding factor in senior rounds.
The workflow was useful but tedious. Three different models, three different formats, no consistent rubric.
What I realized in the process is that we don't actually have a reliable feedback loop on our interview performance. Our memory of an interview isn't neutral. Adrenaline edits it, hope colors it. The hiring decision isn't reliable either. It's a noisy signal shaped by internal candidates, budget shifts, culture fit, factors that have nothing to do with how we performed.
Between unreliable memory and unreliable outcomes, we have almost no honest feedback. That's the gap I built Debrief to fill.
Paste an interview transcript and get a structured analysis in minutes: STAR scoring per answer, executive presence dimensions, performance tracking across multiple rounds. The rubric is informed by I/O psychology research.
Android available now. iOS coming soon. First report is free.
Feedback welcome if you want to put it through its paces.
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About Debrief on Product Hunt
“Post-interview analysis for real interviews.”
Debrief was submitted on Product Hunt and earned 1 upvotes and 1 comments, placing #101 on the daily leaderboard. The after-action review for job interviews. Record or paste a transcript and get a structured, impartial assessment scored against a rubric informed by I/O psychology research, tailored to the role you interviewed for.
Debrief was featured in Android (57.2k followers), Productivity (652.3k followers), Artificial Intelligence (469.3k followers) and Career (2k followers) on Product Hunt. Together, these topics include over 276.2k products, making this a competitive space to launch in.
Who hunted Debrief ?
Debrief was hunted by Lee. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Lee