KQSKQ — a clarity engine for stuck moments.
People aren't stuck because they lack ideas. They're stuck because they lack clarity. KQSKQ is a guided coach that helps someone recognize what they already know and walk away with one next right step that is genuinely theirs.
Role
Research, strategy, product design, prototype
Surface
Conversational web app · RISEN summary doc
Pillars
Data · Clarity · Action
↓ THE DESIGN SYSTEM
Royal, but accessible. Dark by default. Gold for emphasis.
The interface tone had to feel both serious and warm — like sitting across from a coach who knows your value before you do. A deep navy foundation lets a single warm gold do all the emphasis work, so attention always points to one thing at a time.
Discovery Session
Five questions · One next step
The richer the context you share, the more grounded the coach's reflection becomes.
From the live MVP. Five questions that build on each other, a coach that names the pattern underneath the user's words instead of echoing them back, and a session frame designed for pace, accessibility, and trust.
Palette
Foundation
Crown
Charcoal
Royal Gold
Soft Gold
Typography
Playfair Display
Display · headlines, summary doc
DM Sans
Body · chat, controls, microcopy
The Listening
Two studies. One question: where does clarity actually break down?
KQSKQ wasn't designed from a hunch. It was built from two separate research loops — one to find the problem, one to test whether the product was actually solving it.
Study 01 · Discovery
n = 35
Who is stuck, and what kind of stuck is it?
A pre-build survey of early-stage founders, side-hustlers, and idea-phase creators — mostly women and first-generation entrepreneurs across Grand Rapids and Ann Arbor.
71%
want local resources they can actually use
The clarity gap isn't information — it's translation. Generic content already exists; what's missing is “for someone like me, here.”
68%
want a real person they can call when stuck
A coach posture beats a tool posture. The product had to feel like talking to someone, not filling out a worksheet.
Mentor
was the single most-wished-for thing
Open-ended responses repeatedly named one missing role: a guide. KQSKQ stands in for that role between human conversations.
65%
already run a business or side hustle
They are not beginners. They don't need to be taught — they need to be heard back to themselves. Reveal, don't instruct.
“I had to get out of my own way... I often have to take a leap of faith and just do the thing.”— Survey respondent, on their biggest obstacle
Study 02 · Validation
n = 12
Did the prototype actually create clarity?
Post-session feedback from testers who completed a full KQSKQ conversation and received their RISEN summary.
100%
rated “felt seen and understood” 4 or 5 out of 5
Validates the core bet: a structured conversation can deliver an emotional outcome typically reserved for human coaching.
92%
said their next step felt clear (4–5/5)
The RISEN artifact is doing its job — clarity survives the close of the tab.
83%
said the action steps were built from their own experience (4–5/5)
Confirms “reveal, don't invent.” The 17% who felt some genericness pointed to a clear v2: deeper paraphrasing of user language.
75%
would refer someone else to the experience
Word-of-mouth signal strong enough to justify a referral loop in the next build.
“It asked me questions first instead of trying to come up with a solution. I was able to actually think things through with it.”— Tester, on what stood out
Synthesis
The two studies answered two different questions — and together they defined the product.
Discovery told me what to build. Stuck people don't need more content — they need a guide-shaped space that translates what they already know into a step they can take this week.
Validation told me whether it worked.Clarity, confidence, and a willingness to refer all moved in the same direction — proof the conversational coach pattern is the right surface, and a clear signal for where v2 needs to go (deeper personalization, lighter paraphrase).
The Pivot
From echoing users back to revealing something they hadn't named yet.
Early testers flagged that the coach's replies, while accurate, sometimes felt like a mirror — “it just repeated what I said.” Technically faithful, emotionally flat. The fix wasn't more empathy copy; it was a different response shape.
Before · Reflective paraphrase
“So what you're saying is you keep redoing your plan and never starting it.”
Faithful to the user's words — but it returns the sentence without adding anything. Testers said it felt transactional, like a chatbot confirming an order.
After · Micro-affirmation + named insight
“That takes self-awareness — most people don't notice the loop they're in.What I'm hearing: the planning is the safe part. Starting is where the risk lives.”
A two-beat structure: a small affirmation that earns trust, then a name for the pattern underneath the user's words. The user feels heard and shown something new — the texture of a real coach.
This pivot came directly from the 17% in Study 02 who flagged genericness. It reframed the coach's job: not to summarize what was said, but to surface what was almost said.
The Arc
Data became questions. Questions became clarity. Clarity became action.
What people actually said when they were stuck.
Listening sessions and journal pulls surfaced one pattern: people don't need more advice — they need their own thinking reflected back. The product had to interview, not instruct.
Five questions, in a coach's voice.
The KQSKQ frame (Knowledge · Question · Situation · Knowledge · Question) became a conversational flow. Each turn narrows the field of attention until one next step is obvious — not invented.
A RISEN summary you can take with you.
The session ends with a structured document — Role, Input, Steps, Expectation, Narrative — so the clarity doesn't evaporate the moment the tab closes.
Design Principles
Reveal, don't invent.
The coach never tells the user what their value is. Every output is anchored in the user's own words from earlier in the conversation.
One emphasis at a time.
A single warm gold against deep navy means the eye always knows where to land. No competing accents, no decorative noise.
Conversation as interface.
No forms, no progress bars by default. The chat itself is the navigation — pace, tone, and silence are part of the design.
End with an artifact.
Clarity that can't be carried out of the room isn't clarity. The RISEN doc is the deliverable.
Outcome
5 → 1
Five questions resolve to one next step
~10 min
Median session length in testing
100%
Of testers left with a written next action
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