A/B Testing

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Beyond Buttons: 7 Unexpected Elements DTC Brands Should A/B Test

A/B test example showing a DTC brand’s checkout page with security badges and customer reviews vs. a minimalist version. Mtrix’s experimentation dashboard overlays performance metrics.
Split-screen comparison of a DTC product page with/without trust signals

A/B testing buttons and headlines? That’s so 2023. Today’s DTC leaders are digging deeper, testing elements that subtly shape trust, reduce cognitive load, and guide decisions before the “Add to Cart” click.

But where do you start? We analyzed 50+ top DTC brands (and their Mtrix experiment logs) to uncover 7 underrated elements that move the needle. Let’s dive in—no “click here” clichés allowed.

1. Checkout Trust Signals: The Silent Sales Reps

Heatmap showing users spending 3x more time hovering over ‘3M+ Happy Customers’ badges than payment logos.
Heatmap of a checkout page highlighting hover zones on trust badges

Why test this? 84% of shoppers abandon carts due to distrust. But slapping a Norton Secured badge won’t cut it.

  • Placement: Embedded in product descriptions vs. floating sticky bar
  • Social proof: “1,200 people bought this today” vs. “Rated 4.9/5 by dermatologists”

Case Study: ThirdLove increased checkout completions by 18% by testing dynamic trust badges (“Jane from Texas just purchased this bra”) using Mtrix’s CRM integration.

Pro Tip: Use Mtrix’s Figma-like editor to mock up trust signal variants without developer help.

2. FAQ Layouts: Answer Before They Ask

A/B test results showing 32% fewer support tickets when FAQs are displayed as interactive cards instead of accordions.
Two FAQ designs—accordion vs. embedded cards

Why this matters: 63% of DTC shoppers check FAQs before buying. But clunky layouts = missed upsell opportunities.

  • Location: Product page footer vs. floating sidebar
  • Format: Video FAQs vs. text
  • Upsell integration: Link FAQ answers to related products

3. Error Messages: Turn Frustration into Retention

Custom 404 page with a branded mascot offering a discount code retains 2x more users than standard errors.
Playful 404 error page vs. generic “oops” message

The data: 40% of users leave after encountering an error. But how you display errors can flip the script.

  • Tone: Humorous vs. empathetic
  • Recovery CTAs: “Get notified when fixed” vs. “Explore similar products”

Mtrix Advantage: Use built-in error tracking to identify which broken elements hurt conversions most.

4. Size Guides: The Unsung Hero of Low AOV

DTC apparel brand’s interactive size quiz reduced returns by 27% and boosted AOV by $14 with cross-sell prompts.
Interactive size quiz vs. static size chart

Shoppers want:

  • Visual guides (“This model is 5’8”, wearing a Medium”)
  • Quiz-style personalization (“Do you prefer fitted or relaxed?”)

Case Study: Parade reduced cart abandonment by 22% by embedding size quizzes after “Add to Cart” clicks.

5. Post-Purchase Surveys: The Retention Goldmine

Post-purchase survey asking ‘How do you feel?’ with emojis increased response rates by 50% for a DTC skincare brand.
Post-purchase survey popup with emoji ratings

Why skip this? Most brands survey before checkout. But post-purchase surveys have 3x higher completion rates and reveal why customers will (or won’t) return.

  • Timing: Immediate vs. 3 days post-delivery
  • Incentives: Early access to sales vs. loyalty points

6. Loading Animations: Distract, Delight, Convert

A DTC brand’s branded loading animation kept users engaged 5 seconds longer during checkout.
Custom loading spinner vs. progress bar

Psychology hack: Perceived wait time drops by 11% with animations.

  • Branded spinners vs. progress bars with tips
  • Adjust animation speed to match brand tone

Mtrix Tip: Tweak animation speeds in the visual editor—no code needed.

7. Post-Purchase Upsell Timers: The Urgency Edge

Post-purchase page with a 10-minute countdown offering a discounted bundle increased AOV by 19% for a DTC supplements brand.
Countdown timer for post-purchase upsell

Why it works: Post-purchase customers feel rewarded and are 2x more likely to buy again.

  • Discount depth: 15% off vs. free shipping
  • Timer duration: 5 vs. 15 minutes

The Mtrix Advantage

Mtrix’s unified dashboard shows real-time A/B test results, CRM insights, and error tracking—allowing DTC brands to iterate faster.
Side-by-side of Mtrix dashboard vs. generic tools
  • Sync experiment data with customer profiles
  • Fix UX issues during tests using built-in error tracking
  • Design variants visually—no code needed

Ready to Test Smarter?

Pick one unexpected element from this list and launch your first experiment in Mtrix today. With our drag-and-drop builder, you’ll have a live test running in 15 minutes.

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