Shorter funnel, 26% more revenue: a CRO teardown
Most CRO work is additive. Add a step, add a field, add a trust badge, run the test. This win report documents the opposite: a CRO agency removed a funnel stage and revenue increased 26% for a major weight-loss subscription company.
The client operates in a highly competitive market and offers both online and in-person services. Another CRO agency had already spent a year tuning the paid traffic funnel. It was converting well before this test started.
The Research: Not All Conversions Are Worth the Same
The key insight came from analyzing what kind of conversion each funnel stage was producing. Online signups and in-person bookings were not equivalent in revenue terms, even if the funnel treated them as interchangeable outcomes.
The question the team asked: if paid traffic went directly to the in-person signup page, would the revenue uplift from those additional in-person customers outweigh the loss of people who would no longer join online?
The Test: Remove the Choice
The original funnel gave visitors a clear fork in the road. Someone clicked an ad, landed on a page, and could easily choose between creating an online account or booking an in-person appointment.
The test removed that choice for a segment of paid traffic. Instead of presenting both options, the new variant sent users directly to the in-person booking flow, skipping the hybrid landing page entirely.
The Result: Revenue Up 26%
During the test, revenue increased 26%. The uplift from higher-value in-person customers more than offset any drop from users who would have chosen the online path.
The win was not about conversion rate in isolation. It was about conversion value. A funnel that converts more people to a lower-revenue product can underperform a funnel that converts fewer people to a higher-revenue one.
The Transferable Pattern
This case study is worth studying even if you are nowhere near the weight-loss subscription market. A few things to take from it:
- Segment your conversions by value before you optimize for volume. If your funnel has multiple exit outcomes, know which one pays more before you start testing.
- An existing well-optimized funnel is not a ceiling. The previous agency had already tuned this funnel for a year. There was still a 26% revenue gain sitting in the structure, not the copy or the buttons.
- Removing a stage can outperform adding one. The standard CRO instinct is to reduce friction incrementally. Sometimes the better move is to eliminate a decision point entirely.
When This Works
This approach makes sense when you have two or more conversion outcomes with meaningfully different revenue values, and your current funnel lets users self-select into the lower-value path at a rate that hurts overall revenue. If all your conversion outcomes pay roughly the same, the logic does not apply.
The setup also matters. This test ran against paid traffic, where the intent signal is already strong. Removing choice from cold organic traffic may produce a different result.
The Bottom Line
Funnel optimization is usually framed as a conversion rate problem. This case reframes it as a revenue mix problem. Once the team looked at what each conversion was actually worth, the right test became obvious. The result was a 26% revenue lift on a funnel that was already considered mature.
If you have a multi-path funnel and you have never mapped conversion value by path, that analysis is probably the highest-leverage thing you could do this week.
I’m founder of BizStack at Cagri Sarigoz LLC and a passionate advocate for entrepreneurs.
With over 14 years in tech, marketing, and AI, including my role as Head of SEO at CitizenShipper and co-founder of TaleBot at Intale AI, I’m dedicated to sharing genuine, useful product insights and tips.
At BizStack, I aim to cut through the digital noise to provide clear, actionable advice.
And more than all else, I’m a father to a (always) little girl and a husband.
Contact me at [email protected] for assistance.
