Education vs. Evaluation: Auditing What's Actually on Your SE Team's Calendar
If you lead a Solutions Engineering team, you already have a number in your head for how many demos your team runs each week. What you probably don't have is a number for how many of those demos were worth a technical resource's time.
That's a different question, and it's the one that actually predicts whether your SE team is overloaded or just busy.
The split
Every demo on your team's calendar falls into one of two buckets:
- Education: the prospect doesn't yet understand what your product does, how it works, or whether it's relevant to them.
- Evaluation: the prospect understands the product conceptually and is now assessing whether this specific solution fits their specific environment.
Both are legitimate parts of a sales cycle. The problem is that only one of them requires your most expensive technical talent in the room.
Why this split matters more than raw demo count
A team running 15 evaluation-heavy demos a week is in a fundamentally different position than a team running 15 education-heavy demos a week — even though both show up identically on a calendar.
The education-heavy team has a qualification problem, not a capacity problem. Adding headcount doesn't fix it; it just means two SEs are now doing the same unqualified education work that one was doing before. The evaluation-heavy team, on the other hand, might genuinely need another SE.
Most SE leaders can't currently tell which team they're running, because nobody's tracking the split.
A simple self-audit
Pull your last 20–30 completed demos and, for each one, ask: did the prospect walk in already understanding the product, or did the SE spend meaningful time explaining what the product is and does?
- Under 40% evaluation: your calendar is functioning as a marketing and education channel, staffed by your most expensive technical people.
- 40–70%: worth breaking down further by rep, deal size, or lead source.
- Over 70% evaluation: your qualification is already working reasonably well upstream.
What tends to drive a low evaluation percentage
- No self-serve step before the demo request
- Demos booked directly off marketing content, with no discovery call in between
- Sales reps booking SE time defensively
- No visibility into what a prospect has already explored before the call
The actual question to bring to your next leadership conversation
Not "do we need to hire another SE" — but "where in our funnel could a prospect self-qualify and self-educate before they reach a human, and what would that do to our evaluation percentage?"