Product discovery for Klaviyo lifecycle journeys
RecoMelon’s SecondLook™ approach is designed to preserve more of the shopper’s original basket context and introduce visually aligned alternatives where a product was almost right. The implementation should be scoped around the brand’s catalogue, Klaviyo flow design and attribution requirements.
Search that understands what shoppers mean. Conversational and contextual search interprets style, colour, attributes and intent. Dynamic merchandising balances commercial and catalogue priorities, while inline Shop Similar and integrated LiveGrid™ UGC keep shoppers discovering without returning to a static results grid.
Shop Similar, directly from the product image. When a product is "almost right", Reveal™ offers visually aligned alternatives from within the primary product image, above the fold. Shoppers stay on the PDP and keep their intent while finding an alternative without the attribute stopping the purchase.
Turn “almost right” into another relevant option. Shop Similar keeps high-intent shoppers exploring with visually matched alternatives based on the product they are already considering - helping them refine their choice without starting their search again.
Turn one product into a complete look. Complementary recommendations create multiple looks around a chosen product, with configurable discounts and multi-buy offers to increase AOV. Bundle Rescue swaps unavailable or unsuitable items for visually similar alternatives without breaking the set. Integrated LiveGrid™ content helps shoppers visualise the combination.
Abandoned Cart Email Rescue. Sending shoppers back to rejected products repeats the problem. SecondLook™ restores the abandoned basket and offers visually matched alternatives for each item - helping shoppers find a better fit while preserving basket intent and cross-sell opportunities.
The discovery problem
An abandoned basket records products a shopper considered, but it does not explain why the purchase stopped. Returning that shopper to exactly the same items may leave a product-level hesitation unresolved.
Review a selected Klaviyo recovery journey and identify where a visually aligned alternative could help. Keep basket context and complementary relationships in view rather than reducing the return journey to one isolated recommendation.
Fit and implementation
SecondLook™ restores basket context and offers visually matched alternatives for individual items. Evaluate that experience against the current recovery destination and the products the shopper originally considered.
Confirm the delivery path, catalogue identifiers, templates, consent requirements and analytics with the flow owner.
A native Klaviyo connector is not assumed. Validate current price, availability and market eligibility before directing returning shoppers to products.
Evaluation and evidence
Track return visits, relevant product exploration, recovered orders and order value for the selected journey. Use a consistent attribution window and a control where feasible to distinguish additional recovery from orders that would have happened anyway.
Include the effort required to maintain the flow, destination and product data. Review unexpected or unavailable alternatives before broadening the treatment to other lifecycle campaigns.
Compare the platforms when search, recommendations and merchandising need to work across a large or visually complex catalogue.
Bloomreach presents a broad discovery platform. RecoMelon concentrates on making product imagery and catalogue context operational inside Shopify journeys.
RecoMelon builds visual relationships between products and uses them across The Index™ search, Smart Collections, Reveal™ PDP discovery and Bundles™. This can be particularly useful where style, colour, silhouette, pattern or finish affect relevance.
No. Scope which platform owns each surface and run a controlled test. RecoMelon can begin with PDP alternatives, a selected collection or complementary-product discovery while the current search stack remains live. No native Bloomreach connector is assumed.
Review catalogue preparation, integration ownership, merchandising workload, time to value, regional requirements, explainability, reporting and the commercial result on a representative category.
RecoMelon can supply product-discovery logic for lifecycle journeys such as abandoned baskets and re-engagement. A typical SecondLook™ experience restores basket context and can add similar alternatives rather than reducing the journey to one isolated product.
No. Confirm the current integration path, catalogue identifiers, template requirements, consent model and analytics before publishing a flow.
Track return visits, product exploration, recovered orders, order value and incremental performance against the existing lifecycle treatment.
Bring the existing lifecycle flow, catalogue identifiers and attribution model. We’ll scope a controlled SecondLook™ treatment around accurate products, market eligibility and measurable recovery.
Scope an enterprise lifecycle test