Not every shopper wants the exact same product.
Visitor alternatives adapt recommendations based on browsing behavior.
Key benefit: Alternative product recommendations reduce bounce rates.
Clerk.io dynamically adjusts recommendations per visitor.
A shopper dislikes a product.
With visitor alternatives, relevant options appear.
<div class="comparison-table-card"><table class="comparison-table"><thead><tr><th>Feature</th><th>Clerk.io</th><th>Nosto</th><th>Hello Retail</th></tr></thead><tbody><tr><td>Visitor-based alternatives</td><td>Yes — adapts recommendations per visitor behavior.</td><td>Yes — behavior-driven alternatives.</td><td>Rule-based alternatives.</td></tr><tr><td>Personalization depth</td><td>Real-time, individual personalization.</td><td>Segment-based personalization.</td><td>Limited behavioral context.</td></tr><tr><td>Automation level</td><td>Fully automated per visitor.</td><td>Partial automation.</td><td>Manual tuning required.</td></tr></tbody></table></div>
What are visitor alternatives?
Behavior-based product alternatives.
Increase engagement with visitor-based alternatives from Clerk.io.