Why We Ask Interviewers to Write Down Interview Feedback—And What We’ve Learned
TJ Kastning
Hiring is one of the highest-stakes decisions a company can make. Yet, the way most teams gather feedback after interviews would make you think we’re choosing a lunch spot, not a team member.
At Ambassador Group, we’ve introduced a simple but revealing tool: we ask interviewers to classify each candidate’s qualifications using four clear categories:
- Qualified
- Qualified but needs training
- Unqualified
- Did not assess
That’s it. No long survey, no complicated scorecard—just a clear, written judgment on whether someone can do the job.
And what we’ve learned has been eye-opening.
💡 A lot of things don’t get assessed
When forced to choose “Did not assess,” interviewers realize how much they didn’t cover. Sometimes no one asks about schedule ownership. Or safety. Or documentation. Critical pillars of the job get lost in casual conversation. This is not a people problem—it’s a process problem.
😬 Clear decisions are uncomfortable without clear lanes
Interviewers often hesitate to classify someone as “unqualified” or even “qualified but needs training.” They hedge. They over-explain. They stall. Why? Because most teams don’t have a strong shared definition of success—or a clear process for how to assess it. Writing down a decision exposes that.
🧊 Culture fit feedback is vague and often meaningless
“Seems like a good fit.”
“Nice guy.”
“Would get along with the team.”
These are actual comments we’ve seen in feedback forms. Rarely do interviewers reference company values, behavioral alignment, or team dynamics. This tells us the team hasn’t been trained to assess for culture with specificity—and that culture is often felt, not defined.
🍼 Naive interviewers think they assessed everything
There’s a predictable pattern with newer or less experienced interviewers: they check every box. “Assessed? Yup.” But when you dig into their notes or debrief live, you realize what they meant was “I talked about it.” That’s not the same as assessing it. It’s a key training moment.
🛣️ Interviewing lanes are essential
When everyone tries to assess everything, the result is shallow coverage across the board. But when interviewers are given a lane—specific categories or focus areas—they go deeper, ask better questions, and produce more useful feedback. The job description finally starts to come to life.
🚧 Role misalignment shows up fast
Written feedback often reveals that interviewers aren’t on the same page about the role. One person is assessing strategic leadership; another is judging task execution. One expects field time; another assumes office. This is gold—because finding these gaps early prevents mis-hires later.
Final Thought: Written Feedback Creates Better Decisions
Forcing decisions into writing forces clarity. It sharpens interview questions, reveals training needs, and strengthens alignment across the hiring team. Developing this discipline has been incredibly valuable for our clients, and we’re continuing to invest in it.
Hiring doesn’t have to feel like a gamble. You can create a process that builds confidence and clarity—if you’re willing to get honest about how decisions are really being made.
👉 Schedule an exploratory call
https://app.reclaim.ai/m/ambassador-group/exploratory-call
1️⃣ We evaluate your current hiring pain and goals
2️⃣ We walk you through how Ambassador Group’s recruiting + PXT process works
3️⃣ We decide together if we’re a fit
