Funnel Leak Identifier
Identify the most critical drop-off point in a 4-step conversion funnel.
Inputs
Worst Drop-off
Why this matters for structural design
Design decisions are business decisions. When you alter a layout, introduce friction via a form, or emphasize a higher pricing tier, you are directly impacting the metrics calculated above. According to conversion research, even minor layout shifts can impact outcomes by 10-15%.
Worked Example
| Scenario | Input Variance | Business Outcome |
|---|---|---|
| Baseline Layout | Standard Form | Average Baseline |
| Frictionless (No Auth) | +20% conversion | +20% Net Revenue |
Stated Assumptions
- Variables hold steady at scale (rarely true in traffic surges).
- Calculations are purely mathematical models and do not account for qualitative user trust (see Social Proof).
Frequently Asked Questions
Q: Does this account for mobile traffic?
A: No, mobile conversion rates typically lag desktop by 40-50% in B2B SaaS. Adjust your inputs accordingly. See our Sticky CTA pattern for mobile optimization.
A: No, mobile conversion rates typically lag desktop by 40-50% in B2B SaaS. Adjust your inputs accordingly. See our Sticky CTA pattern for mobile optimization.
Q: How accurate is the linear projection?
A: Highly inaccurate over 12 months due to seasonality, but useful for directional prioritization of design tickets.
A: Highly inaccurate over 12 months due to seasonality, but useful for directional prioritization of design tickets.