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Common issues we uncover

Examples inspired by real store analyses

Showing 4 of 10+ issues typically found in reports
🔴HIGH IMPACT
Conversion Optimization
Product page with annotation
Detailed analysis included in your report

Add 'Best Seller' Badges to Collections

Opportunity

Pogo-sticking is high. Users click a product, realize it's not what they want, go back, and click another. This friction kills momentum.

Why This Matters

Shoppers from Instagram are overwhelmed by choices. They need direction. The current grid is just a list of products without social proof or 'Best Seller' context.

Evidence

High volume of back-and-forth traffic between the Collection page and Product pages without adding to cart.

Recommended Action

Add 'Best Seller' and 'Top Rated' badges to your top 5 products in each collection. Consider adding star ratings visible in the grid view.

🔴HIGH IMPACT
Growth Opportunity
Homepage with annotation
Detailed analysis included in your report

Pivot Homepage Hero to 'Gift Guide' Focus

Opportunity

Users are landing on Home and wandering into the 'Clearance' section where sizes are broken, leading to frustration and exits.

Why This Matters

The 'Winter Clearance' banner is great for value hunters, but holiday shoppers from Facebook are looking for 'Gifts'. The current Hero CTA is generic, causing 60% of traffic to scroll past without clicking.

Evidence

Traffic flow shows 600 users going Home -> Winter Sale -> Exit. We need to divert them to the full-price, high-inventory Gift Guide.

Recommended Action

Replace hero CTA with 'Shop Gift Guide' and move Clearance banner below the fold. Create dedicated gift landing pages for each audience.

🟡MEDIUM IMPACT
Growth Opportunity
Collection page with annotation
Detailed analysis included in your report

Last‑mile dropoffs on collections are costing adds to cart

Opportunity

Your collections are doing the job of exploration, but they're not acting as transactional springboards. Shoppers browse products but don't get a quick way to commit — missing "Add to Cart" buttons and value anchors make them wander instead of buy.

Why This Matters

Collections are where shoppers scan and decide. Without Quick Add buttons, you force extra taps into individual product pages. That friction reduces add-to-cart rate and suppresses impulse purchases on accessories and bundles.

Evidence

Both /collections/all (Shopper Density: 17.02, Routing: 0.028) and /collections/accessories (Density: 12.27, Routing: 0.018) are high-traffic hubs that should be feeding /cart — but shopper journeys loop within browsing instead of advancing to checkout.

Recommended Action

Add 'Quick Add' buttons on collection grid items. Display price and key variant options (size/color) inline to reduce clicks to purchase.

🟡MEDIUM IMPACT
Retention Opportunity
Cart page with annotation
Detailed analysis included in your report

Add Shipping Deadline Countdown to Cart

Opportunity

Users check the cart to see shipping costs, see it's empty, and leave because there is no urgency to act now.

Why This Matters

The Empty Cart page is a dead end. During the holidays, this is where you should be creating urgency about shipping deadlines.

Evidence

320 sessions hit the cart, but 180 bounced immediately back to the home page without action.

Recommended Action

Add a shipping deadline countdown banner to cart. For empty carts, show recently viewed items and 'Customers also bought' recommendations.

Every store has untapped sales.

Small fixes unlock them.

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What's in your report

WEBSITE PERFORMANCE SCORE

Your store's overall health — scored out of 100. Based on how well visitors flow toward purchase.

SHOPPER SCORE BY SOURCE

Not all visitors are equal. We score each traffic source so you know which channels bring buyers vs. browsers.

  • Shopper Score by source and campaign
  • Which channels are working, which are wasting spend

JOURNEY ANALYSIS

We map how shoppers actually move through your store. Where they flow. Where they loop. Where they leak.

  • Shopper density: which pages get attention
  • Routing: how traffic flows (or doesn't) toward checkout
  • Dead ends, loops, and exit points visualized

PRIORITIZED RECOMMENDATIONS

5-10 specific issues, ranked by impact. Each one includes:

  • What's happening (with screenshots)
  • Why it matters
  • Evidence from your journey data
  • Exactly what to fix

PERSONAL REVIEW

Each report is personally reviewed to make sure insights are accurate, easy to understand, and directly actionable.

This Isn't A Site Scanner

Site Scanners
NodeFn
What it looks at
Your code
Your shoppers
How long
One-time crawl
48 hours of real behavior
What it tells you
"Page is slow"
"Shoppers leave here"
Recommendations
Generic checklist
Specific to your store
Who reviews it
A robot
A human
What it improves
Your SEO score
Your sales

We don't guess what's wrong.

We see where shoppers get stuck.

How It Works

You need to install a temporary light-weight tracker for 48 hours while the report is being generated.

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Behind the Scenes

NodeFn uses advanced algorithms and AI to deeply analyze how shoppers engage with your store and how traffic flows through your pages. We don't just count visits — we understand behavior patterns, engagement depth, and conversion intent.

Preview of analysis included in your report
Heatmap showing user engagement patterns and click behavior

Engagement Heatmap Analysis

Our AI analyzes where shoppers click, scroll, and engage on your pages. This reveals attention patterns, friction points, and opportunities to optimize layout and content placement for maximum conversion impact.

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Shopper Journey Analysis

Advanced graph algorithms map every shopper journey through your store. We identify high-value paths, bottlenecks, and drop-off points—giving you a complete picture of how traffic moves and where to optimize.

Frequently Asked Questions

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Small friction points slip into your store unnoticed as products and offers get added over time. We find them. You fix them.
Each report includes a prioritized list of fixes, with screenshots and data-backed evidence.

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