All tools Step 12 of 12
AI Interview Analysis
Find out whether the model survived contact
Reads every transcript together and reports whether your business model was validated or invalidated — with pivot suggestions where it was not.
Free to start · 30 credits on signup · No credit card · Your idea stays yours
What AI Interview Analysis looks like
The tool as it appears inside the ToolSuite, shown here on an example company.
AI Interview Analysis: ShelfSense
Every transcript read together, not one at a time.
22 of 27 had already exported sales data for an accountant or distributor. The objection was not access, it was who sees it.
Single-store owners hesitated. Multi-store leads did not blink — which points at the segment, not the price.
Four respondents said their distributor supplies the planogram and would see this as competition.
Example content, shown on an invented company. Your own analysis uses your idea.
Three things it does
- 01
Read across all interviews
The pattern, not the one conversation you remember most vividly.
- 02
Validated or invalidated, plainly
A verdict on the model rather than a summary of what people said.
- 03
Pivot suggestions
Where the evidence points somewhere other than your plan, it says where.
What it lets you do
- Find out whether your most enthusiastic interview was the pattern or the exception
- Change direction while changing direction is still cheap
- Walk into a fundraise with evidence instead of conviction
Every founder remembers the most enthusiastic interview. Analysing them together is how you find out whether that person was the pattern or the exception.
Where it sits
Each tool uses what the last one established. See all 13 tools in order.
Common questions
What does the interview analysis produce?
A comprehensive report built from the transcripts of every interview, stating whether your business model was validated or invalidated, and suggesting pivots where the evidence points away from your current plan.
What if my interviews invalidate the business model?
Then the sequence did its job, at the stage where changing direction is still cheap. The report includes pivot suggestions for exactly this reason — an invalidated model is information about where to go next, not a dead end.
What comes after this?
This closes the Nail phase. You now have evidence rather than conviction, which is the thing an investor is actually assessing. The Build and Scale phases of the ToolSuite are in development.
Find out whether the model survived contact
Create a free ToolSuite account and AI Interview Analysis is there, along with the other twelve tools.
Create your free accountFree to start · 30 credits on signup · No credit card required