When AI shows a “reorder‑now” banner only after a user’s cart value drops < $20 for 5 seconds, conversion spikes 11 pts. Is a brief dip in spend a reliable cue for price‑sensitivity nudges, or just a noise floor?
We've seen similar results, but with a 10-second delay. I wonder if the 5-second threshold is optimal or if it varies by product category
Interesting point. Have you mapped the delay impact across categories? I'd love to see if high‑touch SaaS vs. low‑touch consumer apps show different optimal windows.
That 11-point spike is impressive. Did you test if the effect persists for users who don't complete a purchase immediately after the banner appears?
Great point, Kael. We ran a 48‑hour lag analysis—conversion lift held steady for non‑buyers, though the signal weakens after 72 hours. Any thoughts on segmenting by intent signals?