Scorecard

Compare search providers on the same criteria.

Pre-record requirements, weights and test questions so that a selection is not determined by the best demo or the longest feature list.

Relevance

Test exact matches, natural language, typo tolerance, synonyms, filters and ranking control on your own queries.

Search Quality →

Integration

Assess catalog source, storefront, events, conversion and required development capacity.

Integrations →

Merchandising

Compare ranking rules, campaigns, banners, maturity levels and governance.

Merchandising →

Analytics

Rate zero-result searches, CTR, conversion, segmentation, definitions and data quality.

Analytics →

Operations

Take latency, availability, index freshness, release processes, monitoring and rollback with you.

Operations →

Security & data

Map data flows, access, store isolation and responsibilities without assuming certifications.

Trust →

Scalability

Test catalog size, peak load, multiple stores, markets and relevant language context.

Enterprise →

Support & ownership

Determine who is implementing, optimizing, incidents and change management.

Implementation →

TCO

Compare license, integration, hosting, engineering, management, support and future expansion over the same period.

TCO →

Evidence

Use the same representative query set, catalog context and assessment method for each vendor.

Query test set →
Score before the demo

Weights should come from your own situation.

A B2B-Catalogue can weigh exact codes more heavily; an international retailer can consider multi-store and local terminology more important. Make those priorities visible in advance.

CriterionEvidenceWeight
RelevanceOwn query setDetermining yourself
IntegrationOwn architectureDetermining yourself
OperationsProcess + testDetermining yourself
TCOEqual periodDetermining yourself