BigCommerce ExpertRec AI Search & Recommendations

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ExpertRec AI Search & Recommendations app for BigCommerce enables merchants to customize their store’s search experience, boost product discovery, and optimize merchandising with advanced AI features. This guide covers installation, verification, and a deep dive into the available features.

⚙️ Installation

  1. Go to the BigCommerce App Marketplace and search for ExpertRec AI Search & Recommendations
  2. Click Get This App and log in to your BigCommerce store.
  3. Review and grant requested permissions (OAuth scopes) to enable data sync.
  4. After confirmation, your store is automatically registered with ExpertRec.
  5. An indexing process begins in the background to sync your store’s products and categories.

Checking if the App is Working

Go to your store and test the search. (If the store was already open, please perform a hard refresh before testing.

  • Autocomplete suggestions should appear instantly.
  • Filters and sorting options should be visible in the search results.

You can monitor indexing progress and manage configuration settings in the ExpertRec Control Panel by clicking the Configure Search button from the ExpertRec BigCommerce App page.

🔎 Key Features

1. Filter Trees

  • Create and manage filter sets for search results, category pages, and suggestion dropdowns.
  • Enable/disable hierarchical filters for structured browsing.
  • Control facets such as brand, category, price, or custom attributes.

👉 Configure Filter Trees

2. Sort Results

  • Customize sort options like best match, price low-to-high, or new arrivals.
  • Prioritize product attributes to align with store goals.
  • Combine keyword & vector AI ranking for optimized discovery.

👉 Configure Sort Results

3. Custom CSS Editor

  • Full UI control with CSS customization.
  • Change fonts, colors, spacing, and result layouts.
  • Personalize suggestion dropdowns and snippets to match your brand.

👉 Customize Your UI

4. Search Weights

  • Fine-tune search relevance by adjusting weights for product fields.
  • Control how much importance titles, descriptions, SKUs, or brands carry.
  • Improve semantic matching and reduce zero-result queries.

👉 Configure Search Weights

5. Merchandising Campaigns

  • Run promotional campaigns directly in search results.
  • Highlight bestsellers, seasonal items, or high-margin products.
  • Create rules to pin, boost, or bury products as needed.

👉 Configure Campaigns

6. Boosting Fields

  • Boost or demote search results based on product attributes.
  • Apply rules on brand, category, stock status, or custom fields.
  • Combine boosting with AI ranking for greater flexibility.

👉 Configure Search Ranking

7. AI Recommendations

  • Deliver personalized product recommendations powered by AI.
  • Cross-sell and upsell based on shopper behavior.
  • Increase AOV (Average Order Value) and repeat purchases.

8. Analytics & Insights

  • Track metrics such as zero-result queries, popular searches, CTR, and conversions.
  • Export reports to guide merchandising and marketing strategies.

9. Additional Features

  • Autocomplete & instant suggestions with typo tolerance.
  • Multilingual support for global stores.
  • AI Copilot for conversational shopping experiences.
  • Advanced synonym handling for broader query coverage.

📩 Support

For additional features, integration guidance, or custom requirements, contact us at:
support@expertrec.com

💡 With ExpertRec, BigCommerce merchants can deliver lightning-fast, AI-powered search and recommendations that delight customers and drive more sales.

Add great search to your eCommerce site

Are you showing the right products, to the right shoppers, at the right time? Contact us to know more.
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