Frictionless · example-store.com
48 / 100 POOR
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Dual-buyer diagnosis · humans + AI agents

example-store.com

Analyzed against 14 behavioural friction patterns · 7 psychological mechanisms · 7 AI-agent checks

Score
0
/ 100
POOR TIER
What this means

7 friction patterns detected on your store — each one fixable, with research-backed solutions below.

0
Patterns detected
0
WHY categories checked
AI-agent score
Open the Agent Report →
Score Breakdown

Behavioral score across 7 categories

Each category measured against 140+ benchmarked stores

Trust 78
Friction Anxiety 31
Decision Paralysis 52
Mobile Friction 44
Urgency Signals 21
Value Clarity 61
Cognitive Alignment 41
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
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
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
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
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
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
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
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

This is a demo report

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