Find the friction that's costing you paying customers.
Canary UX performs comprehensive Product Adoption Audits for B2B SaaS companies to identify where trial and freemium users become confused, lose trust, or abandon your product before experiencing its value.
Solid foundation with meaningful optimization opportunities. The largest lift is in time-to-value — reframe onboarding to show the working calendar first.
John Zilch creates product experiences that convert.
14 years in Product Management, managing product and design teams. I’ve modernized UX at Paytronix, SugarCRM, and NetProspex, and built first-time user flows at Dun & Bradstreet, Upland Software, and Nalpeiron. I started Canary UX to apply that experience to one specific problem: turning trial and freemium users into paying customers.
An early warning, before it costs you customers.
Miners once brought canaries underground to catch invisible dangers before they became disasters. We do the same for your onboarding — surfacing the quiet friction, confusion, and lost trust that your dashboards can't see, well before it shows up in your churn numbers.
Built for product-led SaaS companies
Free Trial Products
Convert more trial users into paying customers.
Freemium Products
Help free users discover value faster.
Self-Service Onboarding
Reduce friction without increasing support.
Every workflow scored through six weighted lenses.
Weights reflect what actually moves adoption in B2B SaaS. Scores roll into a single Product Adoption Score on a 0.0–5.0 scale.
Intuitive
"Does this make sense?"
Users should know what to do next without docs or trial-and-error.
Credible
"Can I trust this vendor?"
The heaviest lens. Every friction quietly asks whether you're safe to buy from.
Time-to-Value
"Am I reaching my objective fast enough?"
How quickly the user sees the outcome they signed up for — not busy-work.
Shareable
"How might I share this with others?"
Weighted only when virality or team invites matter to the workflow.
Billing Clarity
"What are my limits for using the product?"
Trial status, pricing, and promised discounts should never surprise the buyer.
Helpful
"How might I get help?"
Tooltips, docs, and human support that keep users unblocked and moving forward.
How scores map to reality
Every audit ships as a decision-ready report.
The same artifact structure we delivered to Maestro and other product-led SaaS teams.
Plain-language readout for founders and execs.
Weighted 0.0–5.0 score across all six lenses.
Per-lens score with narrative and rationale.
Every observation paired with a concrete recommendation.
Each recommendation plotted on Effort × Impact.
The exact steps a user must complete to reach value.
Friction points captured in-context, not in prose.
Live walk-through with your product team.
What founders say after working with Canary UX.
"Once we saw the results, we couldn't unsee them. We now consider these results an urgent matter for our company."
"John's assessment of Maestro's onboarding flow was thorough and genuinely useful. He surfaced critical questions about where we were asking users to do setup work before they saw the product's core value, and gave our team a clear, prioritized list of areas to focus on. If you want a fresh, structured pair of eyes on your UX, I highly recommend John."
Product Adoption Audit
A single flat engagement. One workflow. Delivered as a decision-ready report.
Founding Customer Program
We're looking for five early customers to receive the complete Product Adoption Audit in exchange for candid feedback and a testimonial.
What you'll learn
Where users hesitate
Micro-pauses, dead-clicks, and moments of ambiguity in your first-run experience.
Where trust breaks down
Signals that make users question whether your product is safe, mature, or credible.
Where users abandon onboarding
The exact steps where trial users disengage — and why they don't return.
Which improvements create the greatest business impact
A ranked roadmap tied to activation, retention, and revenue outcomes.
Is Canary UX right for you?
- B2B SaaS
- Free trial or freemium
- Self-service onboarding
- Seed through Series B
- Product-led growth
- Looking to improve activation
- Ecommerce
- Agencies
- Mobile games
- Enterprise software requiring implementation services
Your next customer is already signing up.
The question is whether they'll experience enough value to come back tomorrow.