7 Patterns Detected
The friction patterns hurting your conversion
Click any pattern to see research, severity, and recommended fix
01
HIGH · 88
Forced Account Creation at Checkout
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What we detected
88% of e-commerce stores force account creation before checkout — the single most common friction pattern in our 83-store benchmark. Baymard research links it to 20-35% lost conversions because new buyers see a sign-up form and bounce.
- Checkout requires account creation; no guest-checkout link visible
- Account-creation form has 6 fields before payment is even shown
Recommended fixes
- Enable guest checkout as the default option above account creation
- Move account-creation to post-purchase: offer it on the order-confirmation page
- Add Apple Sign-In and Google Sign-In as one-tap alternatives
Priority
Fix within this sprint
02
HIGH · 76
Missing Trust Signals at Checkout
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What we detected
Visitors hesitate at payment because no security badges or guarantees are visible — loss aversion (Kahneman & Tversky 1979) kicks in at the moment of commitment.
- No SSL or payment-provider badges visible above the fold on /checkout
- No money-back guarantee mentioned anywhere on cart or checkout pages
Recommended fixes
- Add 3 trust badges (SSL, payment provider, returns) above the payment button
- Add a 30-day money-back guarantee line directly under the price
- Show shipping and returns policy as a dismissible banner on first cart visit
Priority
Fix within this sprint
03
MEDIUM · 68
Decision Paralysis at Checkout
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What we detected
Checkout has too many fields and competing decisions, triggering decision fatigue (Schwartz 2004, Paradox of Choice) and analysis paralysis.
- Checkout form has 11 fields before payment
- Two competing CTAs above the fold (Subscribe vs. Buy now)
Recommended fixes
- Reduce checkout to 5 fields by combining or removing optional fields
- Hide the Subscribe CTA until after first purchase
- Use progressive disclosure: ask for shipping AFTER email confirmation
Priority
Schedule for next iteration
04
MEDIUM · 62
Mobile-Hostile Checkout
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What we detected
Mobile is 70%+ of e-commerce traffic but the checkout flow uses desktop-sized form fields and lacks numeric keyboards — high tap-target friction.
- Form input height < 44 px on mobile (below Apple HIG minimum)
- Phone-number field uses generic keyboard instead of inputmode=tel
Recommended fixes
- Set inputmode=numeric on ZIP, inputmode=tel on phone, inputmode=email on email
- Increase form-field height to >= 48 px on viewports under 600 px wide
- Stack address fields vertically on mobile instead of side-by-side
Priority
Schedule for next iteration
05
MEDIUM · 54
Unclear Value Proposition
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What we detected
Visitors cannot quickly answer 'why this product, why now, why this price' — Elaboration Likelihood Model predicts they leave without engaging.
- Product description leads with technical specs, not benefits
- Price shown without anchor (no comparison, no savings, no bundle context)
Recommended fixes
- Open product page with a 1-line benefit statement before specs
- Add a strikethrough anchor price or a per-use cost framing
- Add a comparison table against 2 named competitors below the fold
Priority
Schedule for next iteration
06
LOW · 42
No Urgency or Scarcity Signals
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What we detected
No reason for the visitor to act now vs. later (Cialdini scarcity principle). Default human response to indefinite decisions is procrastination.
- No stock-level indicator on product page
- No deadline or limited-edition signal visible anywhere
Recommended fixes
- Show low-stock indicator when inventory < 10 (only if genuinely true)
- Add a 'Order in the next X hours for delivery by Y' shipping cut-off
- Feature limited-edition or seasonal SKUs in a separate row
Priority
Nice-to-have, low priority
07
LOW · 36
Information Overload on Product Pages
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What we detected
Product pages present 1500+ words above the buy button. Cognitive Load Theory (Sweller 1988) predicts working memory overflow and decision avoidance.
- 1800 words of copy above the Add to Cart button
- 12 product photos in a single carousel without thumbnails
Recommended fixes
- Move Add to Cart button into the first viewport on desktop and mobile
- Collapse specifications into expandable accordions
- Use a thumbnail rail so visitors can scan photos without scrolling
Priority
Nice-to-have, low priority
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