Key Activities
- Predictive (type-ahead) search configuration
- Relevancy ranking tuning
- Boost and bury rules by category and context
- Synonym dictionary management
- Redirect rules for high-intent search terms
- Zero results found report monitoring and response
- Trend and demand signal harvesting
- Faceted navigation
- Filter taxonomy management
Use Google Trends and Amazon search data alongside your own zero-results report. Your customers' search behavior is a real-time product and assortment signal that most merchants completely ignore.
KPIs
- Zero / No Results Found rate
- Top searched items (daily and weekly)
- Item trend velocity from search data
- Popular items benchmarked vs. Google and Amazon
- Search-to-purchase conversion rate
- Search click-through rate (CTR) by rank position
- Revenue attributed to search sessions vs. browse
- Search abandonment rate
- Average search refinement count (searches per session)
- Search response latency (p95 in ms)
- Synonym coverage rate (% of query variants handled)
Use Case: Zero Results Found
Taylor Swift + Purell = Sold-Out Warehouses in 3 Days
The zero results found report surfaced a spike in searches for "Taylor Swift" — a term with no product match in the catalog. A quick Google search revealed Taylor Swift had been photographed using Purell hand sanitizer on the red carpet.
The team immediately created a redirect: "Taylor Swift" searches pointed directly to Purell hand sanitizer product pages. Customer intent was there. The inventory was there. The only missing piece had been the connection.
The result: all 26 warehouses sold out within 3 days. The redirect was then switched to the private label equivalent to continue capturing demand.
26
Warehousessold out in 3 days
1
Redirect rulecreated the opportunity
Current Best-in-Class Tools
Site Search (Best-in-Class)
Algolia
The fastest, most flexible search API. Developer-friendly with powerful merchandising rules, A/B testing, and real-time analytics.
Site Search (AI-Native)
Constructor.io
AI-first search and discovery built specifically for eCommerce. Learns from purchase behavior, not just clicks. Strong ROI track record.
Site Search (Enterprise)
Bloomreach Search
NLP-powered search with built-in merchandising, CDP integration, and content personalization in one platform.
Site Search (Mid-Market)
Searchspring
Strong visual merchandising controls and rule management. Popular with mid-market teams that need control without developer dependency.
Site Search (Enterprise)
Coveo
AI search with strong B2B, support portal, and eCommerce unified use cases. Good for complex catalog environments.
Site Search (AI)
Klevu
Self-learning search with natural language processing and strong Shopify/Magento native integration.
Demand Signals
Google Trends
Free real-time demand signal. Benchmark your zero-results terms against external search volume before acting.
Analytics
Lucidworks Fusion
Enterprise search analytics with A/B testing for relevancy ranking and behavioral learning at scale.