Same account, same week, same product. The client’s ad set pointing at the Smartfunnels winners bought purchases at $84.68 while the client’s own CBO testing campaign paid $157.85.
Smart Funnels turns every ad click into the funnel version most likely to convert it — predicted by machine learning from thousands of real data points per visitor. Same spend, more revenue.
Prompt tools write a page and hope it converts. We predict buyers from real data — and route them.
Every figure below is from a live test on paid traffic.
Same account, same week, same product. The client’s ad set pointing at the Smartfunnels winners bought purchases at $84.68 while the client’s own CBO testing campaign paid $157.85.
Two nearly identical before-and-after collages. Same page, same ad, same offer; only the top image differs. Version B earned 55% more revenue per session than the test average, Version A earned 48% less. Measured 10-02-2026 to 26-02-2026 on live, model-routed traffic; one session is one ad click. That difference is invisible to a CBO test and it sits on one element.
What to test next is now obvious: the winner reads before-to-after left to right, the loser reads right to left (a Hebrew-market page), and the winner shows more faces uncovered. Two hypotheses, each a single element, each a small win that stays.
73 funnel variations tested across two rounds on an advertorial-to-product-page funnel. The winning variation changed two elements on the product page: a subtitle under the product title and a rewritten benefit block. The next iteration is already designed around what won.
Four top images on one page, 36 page versions. The younger couple without the animated overlay came first in both reads of the test, at +37% revenue per session against the test average. The older couple with the overlay came last, at −54% revenue per session. Now these findings feed the next image round.
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Import a funnel, add one modular page before checkout, and let the models take the wheel.