Client 1 — Improving Product Discovery & Purchase Conversion.
A conversion rate optimization approach focused on helping customers understand product compatibility, navigate solutions, and make more confident purchasing decisions.
Making Product Selection Simple & Confident.
Client 1 offers electrical connection products designed to make connecting batteries and outdoor equipment simpler. Its products focus on convenience and reducing the hassle of wiring and connection maintenance.
With a specialized product range, customers need to understand compatibility, installation requirements, and which solution best fits their setup before purchasing.
Make product information easier to discover, simplify purchase decisions, and reduce friction between product discovery and checkout.
Hypothetical Results to Show Potential Impact.
The figures below are hypothetical targets and example outcomes for portfolio drafting, not results measured on Client 1.
| Experiment | Control | Variant | Illustrative Lift |
|---|---|---|---|
| Product Page Purchase Conversion | 2.5% | 2.9% | +16.0% |
| Add-to-Cart Rate | 7.0% | 7.8% | +11.4% |
| Product Category Click-Through Rate | 18.0% | 20.7% | +15.0% |
* All figures are illustrative examples only and do not represent measured Client 1 performance.
How the Tests Would Work.
Three focused experiments designed to improve product discovery, simplify purchase decisions, and reduce friction throughout the customer journey.
Product Page Optimization
Compare the existing product page with a version featuring clearer benefits, compatibility details, and a more prominent call-to-action.
Navigation & Discovery
Compare the existing navigation with use-case-led product categories to help customers find the right products for their needs.
Installation & Support Information
Test the visibility and placement of installation instructions and product support information to make purchase decisions easier.
How We Would Measure Success
Each experiment would have a predefined primary metric, with guardrails for revenue per visitor, refunds, and checkout completion.
Better Product Discovery. Greater Conversion Potential.
If validated, these improvements could help more visitors find the right product, understand its value, and complete a purchase with less uncertainty.
Easier Product Discovery
Help customers identify the right products through clearer navigation and use-case-led categories.
Stronger Purchase Confidence
Make product benefits, compatibility details, and installation information easier to understand.
Improved Conversion Potential
Reduce friction between product selection and checkout to support more completed purchases.
How a Product Discovery and Product Page Optimization Program Could Improve E-commerce Conversions for Client 1.
A proposed CRO approach focused on product clarity, navigation improvements, and a more confident customer buying journey.
Client 2 — Increasing Product Engagement & Average Order Value.
A proposed conversion rate optimization strategy focused on helping customers explore meat snack varieties, discover suitable bundles, and build higher-value baskets through a simpler shopping experience.
Making Product Discovery Simple & Rewarding.
Client 2 sells meat snacks across beef, turkey, chicken, venison, and variety-pack options. Its website also highlights product attributes such as no gluten, no sugar, and clean ingredients.
For a multi-product food brand, conversion opportunities include helping customers compare flavors, discover suitable bundles, and understand the value of buying multiple products in one order.
The proposed CRO initiative would optimize product discovery, product selection, and basket-building opportunities without relying solely on discounts.
Testing Opportunities for Higher Engagement & Value.
These hypothetical figures illustrate how improvements in product discovery, shopping experience, and basket building could influence conversions and average order value for Client 2.
| Experiment | Control | Variant | Illustrative Lift |
|---|---|---|---|
| Product Page Conversion | 3.0% | 3.4% | +13.3% |
| Add-to-Cart Rate | 8.0% | 8.8% | +10.0% |
| Average Order Value | $38.00 | $40.28 | +6.0% |
* These are example figures for a hypothetical experiment. The actual outcome would depend on the product mix, traffic sources, price points, and customer behavior. No measured performance results are implied.
How the Tests Would Work.
Three proposed experiments focused on making product comparison easier, increasing the visibility of multi-pack options, and helping customers build more valuable baskets.
Product Card Optimization
Test product cards that make pack size, flavor, and core product benefits easier to compare.
Variety Pack Visibility
Compare the current product page with a variant that gives variety packs and multi-pack options more visibility.
Cart & Basket Optimization
Test a cart-level free-shipping progress indicator and relevant product recommendations.
Measuring Basket Value Beyond AOV.
For the basket-value experiment, the team should measure average order value alongside contribution margin, shipping costs, and checkout conversion.
A higher average order value alone does not guarantee higher profit.
Smarter Product Discovery. Greater Order Value.
A successful CRO program could make product selection easier, increase discovery of multi-product purchases, and improve the value generated by each order.
Easier Product Selection
Help customers compare flavors, pack sizes, and product benefits more easily to make confident purchase decisions.
More Multi-Product Purchases
Increase visibility of variety packs, multi-pack options, and relevant product recommendations to encourage basket building.
Higher Order Value Potential
Create opportunities to increase average order value while monitoring profitability, shipping costs, and checkout conversion.
Building Better Baskets. Creating More Value.
How Product Discovery and Cart Optimization Could Increase Conversions and Order Value for Client 2.
A proposed CRO strategy focused on simplifying product comparison, improving bundle discovery, and creating a more effective basket-building experience without relying solely on discounts.
Client 3 — Optimizing E-commerce Navigation & Checkout.
A proposed conversion rate optimization strategy focused on helping shoppers explore product categories, compare meat snack options, understand shipping thresholds, and complete purchases with less friction.
Making Product Selection Simple & Seamless.
Client 3 offers a range of meat snacks and related products, including snack sticks, beef jerky, sausages, gift boxes, and other specialty items. Its website also promotes free shipping on orders over $50.
With several product categories and different purchase occasions, shoppers may benefit from clearer navigation, easier product comparison, and more visible guidance on shipping thresholds.
The proposed CRO project would focus on helping visitors find the right category, select products, and move through checkout efficiently.
Testing Opportunities for Better E-commerce Performance.
Hypothetical experiment outcomes illustrating how improvements in navigation, product discovery, and checkout progression could influence the customer shopping experience.
| Experiment | Control | Variant | Illustrative Lift |
|---|---|---|---|
| E-commerce Conversion Rate | 2.8% | 3.1% | +10.7% |
| Product Listing Click-Through Rate | 20.0% | 23.0% | +15.0% |
| Cart-to-Checkout Progression | 55.0% | 59.0% | +7.3% |
* The figures above are hypothetical examples for illustrating potential CRO outcomes, not measured results from Client 3.
How the Tests Would Work.
Three proposed experiments focused on simplifying product navigation, improving product information, and helping shoppers understand shipping eligibility before checkout.
Category Navigation
Compare the current category navigation with a more descriptive, shopper-oriented category structure.
Product Card Optimization
Test improved product card information and more prominent access to product details.
Shipping Threshold Clarity
Compare the current cart experience with a version that makes shipping eligibility and the remaining spend threshold easier to understand.
Measuring Conversion Beyond Clicks.
The primary success metric should be completed orders per eligible visitor, with revenue per visitor and gross margin used as supporting metrics.
A Smoother Shopping Journey. Stronger Sales Potential.
If the hypotheses are validated, the changes could improve product discovery, reduce friction in the shopping journey, and help customers make more informed purchasing decisions.
Improved Product Discovery
Clearer category navigation could help shoppers find relevant meat snacks, gift boxes, and specialty products more efficiently.
Reduced Shopping Friction
Better product information and clearer access to product details could simplify comparison and support more confident purchase decisions.
Stronger Checkout Potential
More visible shipping eligibility and remaining-spend guidance could help customers navigate their carts and progress toward checkout.
Better Navigation. More Confident Purchases.
How Navigation, Product Listing, and Cart Optimization Could Improve Online Sales for Wenzel's Farm.
A proposed CRO strategy focused on helping customers discover the right products, compare available options, and move through the purchase journey with greater clarity.
Client 4 — Improving Product Discovery, Trust & Purchase Conversion.
A proposed conversion rate optimization strategy focused on helping customers discover relevant sexual wellness products, understand product differences, and purchase confidently through a discreet, user-friendly shopping experience.
Making Product Discovery Clear & Confidence-Driven.
Client 4 offers a broad catalog of sexual wellness products, including vibrators, anal toys, and products across multiple collections. Its online store features product sorting, quick-buy functionality, sale pricing, and same-day shipping messaging.
For a catalog of this size, the CRO opportunity is to help shoppers find relevant products faster, understand product differences, and purchase confidently in a discreet, user-friendly shopping environment.
The proposed optimization program would prioritize product discovery, mobile usability, product page clarity, and checkout progression.
Better Product Discovery. Stronger Purchase Confidence.
If validated, these improvements could reduce friction in product discovery, increase shopper confidence, and help more visitors complete their purchases.
Faster Product Discovery
Improved filtering, navigation, and product information could help shoppers find relevant products faster and compare options more easily.
Greater Purchase Confidence
Clearer product benefits, reviews, discreet shipping information, and delivery details could help customers make more informed purchasing decisions.
Higher-Quality Conversions
A smoother mobile shopping and product selection experience could help more visitors complete purchases without relying entirely on promotional discounts.
Smarter Shopping. More Confident Decisions.
How a Product Discovery and Mobile CRO Strategy Could Improve Conversions for Client 4.
A proposed conversion optimization strategy focused on simplifying product discovery, improving mobile usability, building shopper confidence, and supporting purchase conversion through a clearer shopping experience.