The Challenge
ClickMint’s diagnostic analysis revealed that demand was already present across several key shopping surfaces, but the site experience required unnecessary interaction depth before shoppers reached relevant products or reassurance signals.
Across the site, engagement indicators are strong. Users frequently scroll deep into pages and explore multiple catalog sections, yet product interaction and add-to-cart rates lag behind expectations.
Key friction points included:
- A high-traffic Shop All catalog page receiving 25k+ sessions, where product click-through is only 2.82% compared to the 5.71% sitewide benchmark.
- A major product collection page containing 383 SKUs and 66,469 sessions, where filter usage is only about 1.2%, indicating difficulty navigating large product assortments.
- The New Arrivals collection page where nearly half of visitors never scroll far enough to see the majority of products.
- Product pages where review visibility appears in only 2.3% of sessions.
- A paid-social landing experience receiving 50,343 sessions (82% mobile) with an add-to-cart rate of just 0.35%, despite strong engagement signals.
These findings indicate that shoppers are interested in the products, but the site shopping experience is slowing down decision-making.
The Solution
Instead of proposing a redesign, ClickMint deployed a portfolio of 10 behavioral CRO experiments designed to resolve specific friction points in the customer journey:
Several experiments focused on accelerating product discovery across high-traffic catalog pages.
Key interventions included:
- Best-seller and “New Arrivals” shortcut chips placed above the fold on catalog hubs
- Sticky category navigation allowing users to jump directly to product sections
- “Shop Popular” shortcuts within large product collections
- Price-based and bestseller quick-filter chips on sale collections
These improvements reduced cognitive load and helped shoppers reach relevant products faster, especially on mobile devices.
Product pages were optimized to surface reassurance signals at the moment shoppers decide whether to purchase.
Changes included:
- Verified-buyer review snippets placed directly beneath the Add-to-Cart button
- Increased visibility of ratings and social proof
- Clear navigation pathways to bundle-saving purchase options
These updates positioned trust signals closer to the purchase decision point, helping reduce hesitation.
Landing pages receiving paid-social traffic were optimized to shorten the path from education to product discovery.
Changes included:
- Sticky mini-navigation enabling fast jumps to shopping sections
- Trust bars reinforcing shipping, return, and quality guarantees
- Direct navigation shortcuts to product collections
These adjustments helped mobile users arriving from ads reach products more efficiently.
The Results
Experiment modeling based on observed traffic, event conversion rates, and revenue-per-event calculations indicates meaningful revenue opportunities across multiple high-traffic pages.
Projected outcomes from the 10 proposed experiments in the portfolio include:
- Approximately $25.7K in annual incremental revenue potential from improved product discovery on the Shop All catalog hub.
- Up to 30% improvement in product discovery efficiency through improved navigation and catalog shortcuts.
- Around 10% potential improvement in add-to-cart behavior when review visibility and trust signals are surfaced near the purchase decision point.
- As much as 40% improvement in shopping actions on paid-traffic landing pages through simplified navigation and earlier product access.
As successful experiments (of the 10 in the initial roadmap) scale across additional collections, landing pages, and product templates, these improvements can compound—unlocking more revenue from existing traffic without increasing acquisition costs.
