Case Studies
Selected Problems I've Solved
"Sometimes, growth is just missing one button."
12% → 28%
Signup Conversion Rate (+133% Relative Lift)
A lengthy 10-screen landing page. The copy and structure were solid, but the signup CTA only appeared on the very first screen. By screen 5, when users were finally convinced and ready to register, the button was long gone. The physical friction of scrolling back killed conversions.
Key Execution: Replaced the low-contrast ghost button with a solid high-contrast CTA and made it globally sticky at the bottom. The primary action remains effortlessly available right when intent peaks.
Underlying Behavioral Principles
- Fogg Behavior Model (B=MAP): Action happens when Motivation, Ability, and Prompt converge. The original design removed the Prompt right when Motivation was highest. A sticky CTA reduces Ability friction to near zero.
- Von Restorff Effect (Isolation Effect): Switching from a faded outline to a high-contrast solid button establishes a persistent visual anchor across dense content.
- Hick's Law: Eliminates the cognitive hesitation of wondering where to go next, providing one obvious, friction-free forward path.
"Traffic was flowing, but revenue was stuck."
Revenue 4×+
Conversion & Retention Lift, Not Paid Acquisition
A SaaS AI image tool with healthy organic traffic. The bottleneck wasn't top-of-funnel acquisition; the pricing table was cannibalizing itself (a cheap one-time pass undercut the subscription), and hitting free limits led straight to a dead end.
Conversion Funnel: Handing a Door Instead of a Wall
ORIGINAL · DEAD END
Drop-off
Organic Traffic Arrives
↓ Usage Limit Reached (Peak Intent)
Generic Error: "Please Log In" (No CTA)
↓ Result
Users bounce; homepage lacks purchase guide
REDESIGNED · CAPTURE INTENT
Monetization
Organic Traffic Arrives
↓ Usage Limit Reached
Prominent Upgrade CTA Triggered Directly
↓ Result
Converts immediately while user desire is hottest
Pricing Architecture: Ending Self-Cannibalization
One-time Pass
$4.9 (Cheaper than subscription)
Monthly Subscription
$9.9 / mo
Enterprise Tier
$19.9 / mo
Fatal Math Error: The trial bait cost less than the main dish. Rational users bought the one-time pass repeatedly, draining MRR.
Monthly Subscription (Core)
$12.9 / mo (Best Value)
One-time Pass (Freedom Tax)
$16.9 (Higher than sub)
Flagship / Enterprise (Anchor)
$49.9 / mo
Restructure Strategy: Want zero commitments? Pay the "Freedom Tax". This makes subscription the obvious bargain, while a $49.9 tier anchors the perceived value.
Strategic Logic: Phase 1 removed artificial friction by serving upgrade doors rather than barriers. Phase 2 aligned pricing dynamics so high-intent users naturally defaulted to recurring subscriptions.
Underlying Behavioral Principles
- Anchoring Effect: Establishing a premium flagship tier creates a sharp price gap, making the core recurring tier feel sensible, safe, and cost-effective.
- Decoy Effect & Eliminating Cannibalization: Raising the one-time pass above the subscription price flips psychology from "avoiding commitment" to "getting 30 days for less money".
- Intent Windows: Intercepting users at their exact moment of value exhaustion—rather than demanding upfront registration—captures conversion momentum before it cools down.
"The features worked, but the premise broke."
* Strategic concept & behavioral redesign · No fabricated metrics
An AI assistant aimed at helping parents teach toddlers English. Beta users quit after 2–3 days. The AI performed flawlessly, but the product handed parents a blank canvas—demanding that non-educators interrupt real-life parenting to snap photos, wait on AI, and improvise lesson plans on the spot.
BEFORE · BLANK CANVAS
Broken Interaction
🧸 Context: Parent playing with child
⚡ Friction: Pulling out phone shatters parent-child focus
⏳ Awkward Lag: Staring at a loading screen while child waits
📝 Blank Canvas Dread: Parents aren't curriculum designers; improvising sentences causes intense cognitive fatigue
AFTER · STRUCTURED ROUTINE
Decoupled: Capture vs. Learning
Daytime · 3-Second Passive Capture
📸 Quick snap of daily items in seconds. The system compiles material quietly without derailing real-life presence.
Bedtime · 10-Minute Structured Routine
🌙 No Blank Canvas: The system automatically synthesizes daily photos into 3 bite-sized flashcard prompts. Parents simply read and engage.
Core Takeaway: "Capturing happens in real life; learning happens on a predictable schedule." Utility tools must never abandon users in front of an empty canvas—they must deliver structured, half-completed scaffolding.
Underlying Behavioral Principles
- Jobs to be Done (JTBD): Parents aren't hiring the app to "train to become certified teachers." They are hiring it for "stress-free, high-quality family bonding that feels educational."
- Blank Canvas Syndrome & Cognitive Load Theory: Unstructured inputs trigger decision paralysis. Tools must offer fill-in-the-blank scaffolding rather than open-ended essays.
- Habit Loop Architecture: Replaces sporadic, high-friction disruptions with lightweight daytime collection followed by a predictable 5-minute nighttime routine.
