Boost Ecommerce Conversions with Sales-Based Search Ranking

Automatically rank top-selling products higher in search results using real-time and historical sales data.

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Three different sofa models displayed with accompanying text: 'Based on order history,' 'Based on best sellers,' and 'Brand affinity."

Why Search Ranking Matters

Every ecommerce business wants their best-selling products to be easy to find. With Clerk.io’s Sales-Based Search Ranking, your search results don’t just look relevant — they drive actual revenue.

Instead of relying only on keyword matches or static popularity, Clerk.io’s AI automatically boosts products with proven sales performance. Whether based on the last hour or the last year, your customers see what sells — and buy more.

Key Benefit: Real-time and historical sales data power your search ranking logic, boosting conversions.

How It Works

Smarter Search Results, Backed by Sales

  • 📈 Rank by Revenue, Not Just Relevance — Show your top revenue-drivers first.

  • 🔄 Real-Time Updates — Your best-sellers change, and your rankings adjust instantly.

  • 🧠 Fully Automated — No manual tagging or guesswork. Just plug in your product and sales feed.

🧩 Customisable Business Logic — Boost or demote products based on your own rules (e.g., margin, stock level).

Use Case: A Real-World Example

Comparison: Clerk.io vs Algolia vs Klevu

<div class="comparison-table-card"><table class="comparison-table"><thead><tr><th>Feature</th><th>Clerk.io</th><th>Algolia</th><th>Klevu</th></tr></thead><tbody><tr><td>Native Sales-Based Ranking</td><td>&#9989; Yes, automatic via sales data feed</td><td>&#10060; Not built-in (requires manual integration)</td><td>&#9888; Available only on higher tiers</td></tr><tr><td>Real-Time Updates</td><td>&#9989; Yes</td><td>&#10060; No (manual or delayed data sync)</td><td>&#9888; Limited real-time capabilities</td></tr><tr><td>Built-in Ecommerce Integrations</td><td>&#9989; Extensive (Shopify, Magento, WooCommerce etc.)</td><td>&#9888; Requires developer integration</td><td>&#9989; Strong Shopify support</td></tr><tr><td>AI Ranking Optimisation</td><td>&#9989; Yes, sales + behaviour driven</td><td>&#9888; Customisable via API</td><td>&#9888; Product-based AI, less focused on sales</td></tr><tr><td>Business Rule Editor</td><td>&#9989; Visual editor</td><td>&#9888; Manual configuration</td><td>&#9989; Limited UI-based control</td></tr></tbody></table></div>

Frequently Asked Questions

What is ecommerce site search ranking by sales?
It’s a way to rank search results based on which products generate the most revenue. With Clerk.io, this ranking updates in real time.

Can I boost products manually as well?
Yes — Clerk.io allows custom rules to promote seasonal products, high-margin items, or overstock.

How does this compare to boosting by popularity?
Popularity is often based on views or clicks, which doesn’t always correlate with revenue. Clerk.io ranks by actual sales, giving you a revenue-focused strategy.

Ready to Boost Search-Driven Revenue?

Try Clerk.io’s Sales-Based Ranking today and watch your conversions grow

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