Prompt Details
Model
Chat - (gpt-5.6)
Token size
481
Example input
[Store Niche and Traffic Profile]: D2C clean skincare brand selling botanical serums and moisturizers. 75% mobile traffic driven by Meta Ads (Instagram/Facebook) and TikTok Ads. Average order value: $62.00.
[Audited Page Type and Key Funnel Metrics]: Product Display Page (PDP) for core Vitamin C Serum. Current PDP conversion rate: 1.6%. Add-to-cart rate: 4.8%. Mobile bounce rate: 62%. Significant drop-off observed prior to the first scroll fold.
[Observed UX Friction and Mobile Pain Points]: Image carousel requires 6 swipes before showing product texture; Add to Cart button pushed below the initial screen fold by large headline; shipping threshold hidden inside an accordion; customer reviews widget located 5 screen heights down.
[Target Optimization Goals and Tech Stack]: Increase mobile Add to Cart rate from 4.8% to 7.0% and overall PDP conversion to 2.4%. Tech stack: Shopify Plus, Dawn theme custom child, ReCharge subscriptions, Judge.me reviews.
Example output
### 1. Storefront Heuristic CRO Friction Matrix
| Page Component | Heuristic Friction Vector | Psychological Cognitive Barrier | Severity (1-10) |
| :--- | :--- | :--- | :--- |
| **Above-the-Fold Viewport** | CTA pushed below fold by 48px title font | **Action Paralysis:** User must scroll before discovering primary action path. | 9/10 |
| **Media Carousel** | Packaging shots dominate; zero texture/application | **Tactile Uncertainty:** Inability to gauge serum viscosity or finish on skin. | 8/10 |
| **Shipping Transparency** | Free shipping tier buried in accordion | **Cost Anxiety:** Hesitation to add to cart due to anticipated surprise fees. | 7/10 |
| **Social Proof Placement** | Star rating anchor detached from reviews | **Trust Deficit:** Star summary does not smooth-scroll to verified buyer feedback. | 6/10 |
---
### 2. ICE-Prioritized A/B Testing Hypothesis Backlog
* **Test 1: Sticky Mobile Add-to-Cart with Dynamic Free Shipping Bar**
*Hypothesis:* Implementing a bottom sticky CTA with a micro-progress bar toward free shipping will reduce checkout anxiety and increase immediate cart additions.
*Metric:* Add-to-Cart Rate | *ICE Score:* Impact: 9, Confidence: 8, Ease: 8 = **25/30**
* **Test 2: Before/After & Texture Media Slide Integration**
*Hypothesis:* Placing a real-skin texture swatch and 14-day split-face comparison as images #2 and #3 in the carousel will decrease bounce rates.
*Metric:* Scroll Depth & PDP Conversion | *ICE Score:* Impact: 8, Confidence: 8, Ease: 9 = **25/30**
* **Test 3: Accordion Rationalization to Sticky Tabs**
*Hypothesis:* Converting long accordions into compact horizontal swipe tabs for Benefits, Ingredients, and Usage will reduce cognitive fatigue.
*Metric:* Section Engagement | *ICE Score:* Impact: 7, Confidence: 7, Ease: 8 = **22/30**
* **Test 4: Default Subscription Radio Anchor with Savings Callout**
*Hypothesis:* Displaying Subscribe & Save as a pre-selected radio button with clear 15% discount badging will lift subscription take rate without hurting one-time purchases.
*Metric:* Subscription AOV | *ICE Score:* Impact: 8, Confidence: 6, Ease: 7 = **21/30**
---
### 3. Tactical Mobile UX & Layout Wireframe Directives
* **Headline Compression:** Truncate product title font from 48px to 22px bold on mobile; move star rating directly below the title.
* **Sticky CTA Engine:** Trigger a 56px high sticky footer tray displaying product thumbnail, price, and Add to Cart button as soon as the main hero button scrolls out of view.
* **Aspect Ratio Rebalance:** Crop mobile gallery images to 4:5 vertical ratio rather than 1:1 square, allowing 15% of the title and price to appear above the fold on standard iPhone viewports.
---
### 4. Microcopy & Anxiety-Reduction Audit
* **Current Shipping Copy:** Shipping calculated at checkout.
*Revised Copy:* Free standard shipping on orders over $50. Ships in 24 hours.
* **Subscription Clarity:** Cancel anytime.
*Revised Copy:* Skip, modify, or cancel in 1 click from your SMS or account dashboard.
* **Guarantee Badge:** 30-day policy.
*Revised Copy:* 30-Day Empty Bottle Guarantee: Love your results or receive a full refund.
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GPT-5.6
Audit Shopify storefronts across cognitive load, visual hierarchy, mobile checkout friction, and social proof placement. Built for e-commerce founders, CRO consultants, and Shopify agencies seeking to unlock lost conversion rates without rebuilding themes from scratch. Generates heuristic scoring tables, ICE-prioritized A/B test hypotheses, and tactical mobile UX directives.
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Added over 1 month ago
