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Golden Ratio

Generative art, simulations, and visual experiments

Golden!

φ = 1.6180339887...
0/10
10
1.0x
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Interaction DNA

How this interaction creates action

Effort: Low
input
Observe
response
Transform
psychology
Agency
role
Attract
reward
Access

User benefit

Enjoy meaningful choice or control instead of passively viewing an ad.

Counter-evidence

If the interaction dominates the CTA, engagement can steal conversion.

CVR Idea Lab

Turn this interaction into conversion

These hypotheses connect play, understanding, and earned rewards to a meaningful next action.

Personalize Golden Ratio

01

Let people tune color, shape, or motion, then recommend a matching product or plan.

Derived from: Observe × Transform × Agency

Hypothesis
Reflecting choices in the result should improve product understanding and self-relevance.
Placement
Customizer, brand quiz, plan recommendation
Reward / output
Generated visual, recommendation, saved image

Measure

Start rateCompletion rateCTA click-through rate

Make transformation tangible

02

Simulate a before-and-after state so the product outcome can be experienced directly.

Derived from: Observe × Transform × Agency

Hypothesis
Manipulating an abstract benefit should improve comprehension and conviction.
Placement
SaaS, beauty, housing, data-service LP
Reward / output
Visible transformation, projected improvement

Measure

Start rateCTA click-through rateLead capture rate

Let people keep the result

03

Add the brand and CTA to the generated visual and make it saveable and shareable.

Derived from: Observe × Transform × Agency

Hypothesis
A self-made artifact should be saved more often and extend the brand touchpoint.
Placement
Campaign, quiz result, UGC activation
Reward / output
Downloadable image, wallpaper, share card

Measure

Completion rateShare rateConversion rate

Validate each hypothesis against the offer, traffic source, and reward cost. Measure the final conversion—not game completion alone.

Adjacent patterns by DNA

Move to a structurally similar expression and recombine the idea.

🐜Ant Farm

DNA distance: 0

🐠Aquarium

DNA distance: 0

🔊Audio Visualizer

DNA distance: 0

Recommended Tools & Books

Dev tools & tech books compared with original scoring

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