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How do you actually know if you did well in an interviewer-led case?

I recently did a final-round interviewer-led case (live cohort data interpretation, COO walking me through a business scenario, lots of follow-up pushback). Afterward I’ve found it genuinely hard to judge how it went, and I’d love the community’s perspective.

A few specific things I’m unsure how to read:

    1.    When the interviewer steers you toward the next insight rather than letting you find it alone, is that normal collaborative guiding, or a sign you weren’t driving enough?
    2.    When they say things like “yeah, makes sense” and “okay, got it” but without strong explicit praise, how much should you read into the warmth (or lack of it) of those reactions?
    3.    They ran the full scheduled time and shared a lot of internal/business context is time spent and openness a meaningful positive signal, or just interviewer style?
    4.    For interviewer-led specifically: how much does delivery polish (leading with the headline, committing to an answer before being asked, avoiding hedging) actually weigh versus getting the analysis right?

For those of you who’ve interviewed candidates or coached, what are the real signals that separate a strong interviewer-led performance from a borderline one? And honestly, how reliable is a candidate’s own gut read right after the case?

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