You’ve seen it happen. A number on the dashboard blips,engagement dips, CTR slides, NPS stalls, then Slack lights up: What changed? Maybe your concept test shows B beating A, but nobody can articulate why. The team starts guessing: “Was it the headline? The color? The whole premise?” This is the moment qualitative research earns its keep. Not the old, slow, twelve-weeks‑to-a-powerpoint version,AI‑powered qual that moves at the speed of the business and turns raw customer language into crisp, defensible decisions. In this post, we’ll show you exactly how to use it to get from what happened to why it happened,and what to do next.

If you work in consumer marketing, you can feel the ground shifting under your feet. New formats pop up, algorithms blink, trends peak and vanish. The brands that thrive aren’t necessarily the loudest,they’re the ones that move the fastest, test the most, and let real customer language guide every creative decision. That’s the spirit of Lize Olaerts, Marketing Manager at **PN Self‑Care**, the B2C sister of **ProNails**, a manufacturer and distributor of professional gel nail products. As Lize puts it, “In marketing, the one who is the quickest wins.” In this story,filmed as a short testimonial,you’ll hear how her team uses **Conveo** to move from *hunch* to *hook* faster: spotting fresh segments they missed, turning real customer phrases into scroll‑stopping ad angles, and ramping up the volume of creative tests without burning the team out. Whether you run paid social for a beauty brand or you’re building a new DTC play, Lize’s process is a blueprint for speed without sacrificing substance.

Hit play on the testimonial from Louis (CMO), Levi (Head of CMI), and Pieter (CMI Manager) from Edgar & Cooper, a General Mills company. In a few minutes, you’ll see how Conveo blends qual-depth with quant-confidence, running interviews in parallel, surfacing the “why,” and giving teams evidence they can literally watch. Pieter captures the surprise best: an AI interviewer that asks nuanced, accurate follow-ups and feels genuinely reliable.