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Creative Performance Review — Q1

Ad variant analysis, A/B test results, and demographic engagement breakdowns across 240 assets

Confidential
January 22, 2026

Across 240 creative assets from Q1, the portfolio averaged a 3.7% engagement rate — up 0.8 points from Q4. Video leads on engagement at 5.2%, but the real story is more nuanced: UGC and carousel formats are within 0.6 points of video at a fraction of the production cost.

The headline from the A/B test: the bold variant — high-contrast visuals, direct copy, no hedging — outperformed the safe variant by 41% on click-through rate overall. That instinct was right. But the data adds texture: the bold variant dominates with audiences under 35, and actually underperforms with 45+ by 18%. That’s not a reason to soften the work. It’s a reason to be intentional about targeting.

The scatter plot tells the efficiency story clearly. Two assets sit in the top-right quadrant: high engagement, high production cost, justified by the returns. The rest of the portfolio has a cluster of high-performing statics and UGC pieces that are delivering at 60–70% of video engagement for 20% of the cost. Static keeps the lights on. Video wins the room.

Top Performing Asset
Hero Campaign — Bold
Portfolio Avg Engagement
3.7%
A/B Test Winner
Bold Variant
Most Cost-Efficient Format
UGC

Video Dominates at 5.2% — But Static Keeps the Lights On

2.3%3.8%4.1%4.6%5.2%01234567Static ImageStoriesCarouselUGCVideo
Avg Engagement Rate (%) ← 58% of production spend ← ~$0 production cost ← 51% of all assets, 11% of spend

Video’s 5.2% engagement rate is real. But video represented 22% of assets and 58% of production spend in Q1. Static images were 51% of assets at 11% of spend — and delivered 2.3% engagement consistently, which compounds at always-on frequency.

The efficient frontier here: hero campaigns deserve video budgets. Product launches, seasonal moments, tentpole activations — invest there. For the 38 weeks a year that aren’t tentpoles, carousels and static outperform on a cost-per-engagement basis by 3.4x. UGC is the hidden gem: 4.6% engagement at near-zero production cost, if your content pipeline can support it.

The recommendation isn’t to produce less video. It’s to stop producing safe video. The middle-tier video assets — adequate lighting, competent edit, forgettable concept — are the budget leak. They cost as much as hero work and return static-tier numbers.

Bold vs. Safe: A 41% Gap That Isn’t Uniform Across Ages

8.2%7.1%5.6%4.3%3.1%4.8%5.4%5.2%4.6%3.8%18–2425–3435–4445–5455+0246810
Bold Variant CTRSafe Variant CTRAge GroupClick-Through Rate (%)+71% liftSafe wins here

Two Hero Campaigns Justify Their Budget. The Rest Is Instructive.

050010001500200025003000350040004500012345678
Production Cost ($)Engagement Rate (%)Hero — Bold$4,200 · 6.8%Hero — Safe$3,500 · 5.8%Static clusterHigh volume, low cost

Engagement Peaked in Weeks 4 and 9 — Both Times We Ran Video

W1W2W3W4W5W6W7W8W9W10W11W12W1301234567
Week (Q1)Avg Engagement Rate (%)Product launch video+1.6pts above baselineHero bold campaign live+1.9pts above baselineUGC ramp-up begins

The A/B test results split cleanly along generational lines. 18–24s responded to boldness by 71% — they want directness, contrast, opinions. The safe variant felt passive to them. 25–34s showed a 31% lift for bold, still significant. The inflection is at 35–44: a modest 8% lift for bold, suggesting the gap narrows when audiences have more considered purchase behaviour.

45+ actually preferred the safe variant — not because bold didn’t resonate emotionally, but because the copy in the safe variant was more informational and less assumptive. If your media plan is heavily weighted toward 45+, the safe variant isn’t the wrong call. But if you’re targeting growth with younger cohorts, the data is unambiguous.

Format preferences also segment: under-35 audiences over-index on video and UGC, 35–44 on carousel (they’re researching), 45+ on static (they’re reading). Build format mix to match the audience you’re activating, not the audience you wish you had.

A/B Results by Demographic Segment

Age GroupBold CTRSafe CTRLiftTop FormatDominant Insight
18–248.2%4.8%+71%VideoBoldness compounds with youth — go harder
25–347.1%5.4%+31%Video + UGCStrong lift; UGC authenticity resonates here
35–445.6%5.2%+8%CarouselResearching before deciding; detail matters
45–544.3%4.6%-7%StaticSafe wins by a whisker; informational copy preferred
55+3.1%3.8%-18%StaticClear information beats attitude; trust signals critical

Based on Q1 performance, three moves for Q2:

1. Concentrate video spend on hero moments. Retire the mid-tier video programme. Reallocate that budget to two or three high-production-value hero pieces per quarter. The data shows hero video earns it; mid-tier video doesn’t.

2. Scale the bold variant — but segment your targeting. Run bold-first creative for 18–34 audiences. For 45+ segments, test a bold-visual/informational-copy hybrid: the high contrast of bold with the specificity of safe. It’s a hypothesis worth one clean test.

3. Build a UGC pipeline. 4.6% engagement at near-zero production cost is a category anomaly. The constraint isn’t creative — it’s supply. A structured creator programme with 8–10 consistent contributors would let UGC carry 20–25% of always-on volume. That frees production budget for the hero work that actually needs it.

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