How Andrex Generated $225K GMV in Their TikTok Shop Launch with Vidsight Creative Intelligence
Mar 15, 2025
The Client
Andrex is a UK household brand with dominant retail presence but no direct-to-consumer channel. TikTok Shop represented their first serious D2C play—a chance to reach younger consumers, capture first-party data, and build revenue independent of retail partners. They partnered with TikTok Shop agency SoSquared, powered by Vidsight's creative intelligence layer.
The Challenge
Andrex faced three problems entering TikTok Shop:
Zero D2C baseline — 100% of revenue through retail. No existing creator relationships, performance benchmarks, or playbook for social commerce.
Category creative gap — Household CPG is low-consideration content. No data on what hooks, formats, or CTAs drive toilet paper purchases through short-form video.
No first-party insight — Selling through retailers meant minimal direct customer data. TikTok Shop needed to generate learnings, not just sales.
The Vidsight Approach
Before any content went live, Vidsight analyzed 2,847 TikTok Shop videos across household CPG—Cottonelle, Charmin, Who Gives A Crap, plus cleaning and paper goods categories. The AI scanned every video frame-by-frame for hooks, format types, product presentation, CTA placement, and purchase intent signals—generating 31,200+ datapoints scored for conversion potential.
Findings shaped creator briefs from Wave 1. As 87 creators submitted drafts across four campaign waves, pre-upload scanning scored each video before posting. Creators iterated based on specific feedback until content hit performance thresholds. 94% of the 189 published videos were improved through at least one pre-upload iteration.
Key Findings
Finding 1: The "Pantry Restock" Format
POV restocking routines outperformed standard product demos by 156%
Winning structure: empty cupboard → restock moment → TikTok Shop purchase → organized pantry reveal
Conversion rate: 4.2% vs. 1.6% category baseline
Finding 2: Bulk Value Framing
"Stock up and save" messaging: 3.8% conversion, £24.60 AOV
"Premium quality" messaging: 1.9% conversion, £18.40 AOV
Bulk framing doubled conversions and lifted AOV by 34%
Finding 3: Pattern-Interrupt Hooks for "Boring" Categories
Unexpected contrast ("I used to think toilet paper was toilet paper..."): +127% watch-through
Relatable frustration ("POV: you run out at the worst moment"): +94% watch-through
Product-first hooks ("Check out this toilet paper"): 23% watch-through
Finding 4: CTA Timing
Under 30s videos: CTA at 18-22s outperformed end cards by 67%
30-60s videos: dual CTAs (20s + 45s) outperformed single CTA by 89%
Verbal CTA ("Link in the yellow basket") outperformed text overlay alone by 41%
Results (4 Waves)
Metric | Wave 1 | Wave 4 | Change |
|---|---|---|---|
Conversion Rate | 1.4% | 4.1% | +193% |
Average RPI | 0.74x | 2.31x | +212% |
CPA | £8.40 | £3.20 | -62% |
Campaign totals: $225K+ GMV, 20M+ views, 200K+ engagements, 3,500+ first-party datapoints collected.
Key Takeaways
Low-consideration categories need pattern-interrupt hooks—product-first openings fail
Bulk/value framing outperforms premium positioning for TikTok Shop CPG
Pre-upload iteration meant Wave 1 already outperformed typical test campaigns
CTA timing and frequency matter more than CTA creative treatment