A/B test comparing Functional Benefit (product efficacy) vs Emotional Benefit (confidence & transformation) messaging — optimised for lead form conversions (LocwhiteSummitForm).
Emotional Benefit dominates on volume and engagement. Functional Benefit achieves a slightly lower cost per conversion — a meaningful trade-off worth isolating.
Spend and conversion splits, CTR comparison, and hourly engagement pattern across both ad sets.
Emotional Benefit drives 23× more post engagements — the creative is landing emotionally, not just functionally. Reactions and saves signal intent.
10 creatives tested across both ad sets. Ranked by spend. ★ marks the top-converting ad. Above Average quality rankings skew Functional.
| Ad | Ad Set | Status | Spend | Impr. | Reach | Clicks | CTR | CPC | Conv. | CPR | Engage. | Quality |
|---|
The test verdict, creative insights, and recommended next steps for LocwhiteSummit.
Emotional wins on volume. Ad set B delivered 48 conversions vs 35 — a 37% lift in raw volume. CTR was 3.3× higher (3.14% vs 0.94%).
Functional wins on efficiency. Set A achieved ฿214.60 CPR — ฿20 lower than Emotional. At scale, that gap compounds.
One ad carried Emotional. Ad 5_ใช้ครีมแรงฯ alone drove all 48 conversions in Set B — the other ad (4_เปลี่ยนรอยฝ้า) produced zero.
Double down on Ad 5. 10,346 spend, 48 conversions, 4.46% CTR — the strongest signal in the test. Build 2–3 variants of this angle.
Keep Ad 3 (Functional). 3_ทางเลือกที่อ่อนโยนกว่า delivered 29 conversions at ฿163 CPR — most efficient ad in the test.
Above Average quality rankings on 1.2 creative. Ads marked quality avg or above run cheaper in auction — worth investing more budget here.
Pause zero-conversion ads. 1.1, 2_หยุดวงจรฝ้า, 4_เปลี่ยนรอยฝ้า — collectively spent ฿1,966 with 0 form fills.
Test a hybrid creative. Combine Emotional hook (pain point: "strong cream makes melasma worse") with Functional body (ingredient proof). Best of both signals.
Scale to ฿30K–฿50K with winning ads only. Meta signals are strong — the funnel has proven conversion at ฿163–฿226 CPR. More volume at this efficiency is achievable.