Anna for Creative Directors
Export your ad performance data. Anna turns it into the proof your creative team needs — format breakdowns, variant winners, and cost efficiency mapped.
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.
Video Dominates at 5.2% — But Static Keeps the Lights On
Strong SignalVideo’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
Strong SignalTwo Hero Campaigns Justify Their Budget. The Rest Is Instructive.
Strong SignalEngagement Peaked in Weeks 4 and 9 — Both Times We Ran Video
Strong SignalThe 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 Group | Bold CTR | Safe CTR | Lift | Top Format | Dominant Insight |
|---|---|---|---|---|---|
| 18–24 | 8.2% | 4.8% | +71% | Video | Boldness compounds with youth — go harder |
| 25–34 | 7.1% | 5.4% | +31% | Video + UGC | Strong lift; UGC authenticity resonates here |
| 35–44 | 5.6% | 5.2% | +8% | Carousel | Researching before deciding; detail matters |
| 45–54 | 4.3% | 4.6% | -7% | Static | Safe wins by a whisker; informational copy preferred |
| 55+ | 3.1% | 3.8% | -18% | Static | Clear 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.
Export your campaign metrics. Let the numbers make your case.
Try it freeAnna also works with:
Marketing Managers
Q1 Campaign Review: Where Your Budget Actually Worked
A channel-by-channel breakdown of Q1 spend, ROAS, and CPA with clear winners and budget reallocation recommendations.
Brand Managers
Brand Health Check: What 2,400 Customers Actually Think
Sentiment analysis across 2,400 reviews with NPS trends, theme extraction, and competitive positioning insights.
Product Managers
Feature Adoption Deep Dive: Where Users Drop Off and Why It Matters
Activation funnel analysis with cohort retention curves, A/B test results, feature usage frequency, and support ticket categorisation.
We use cookies to improve your experience. Privacy policy