key advantages
Value Proposition Comparison
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Manual-heavy optimizationsDoes not offer automated optimizations. Most adjustments—like synonyms, boosting, and rules—require manual input from merchandisers. |
Agentic AI-driven automationUses AI agents to monitor and optimize search experiences, automatically generating synonyms, adjusting relevancy, and discovering opportunities. |
Basic insightsProvides standard insights—top searches, conversion metrics, etc. but lacks deeper, AI-driven analytics and integrated A/B testing. |
Powerful analytics & insightsOffers granular first-party data capture, advanced dashboards, built-in A/B testing, and real-time optimization suggestions. |
Keyword-based NLPEmploys traditional NLP for keyword expansions; can struggle with queries phrased differently from product data. |
GenAI-powered searchUses generative AI (LLMs) for real-time understanding of each query’s intent, reducing zero results and boosting relevancy for broad or nuanced shopper language. |
Third-party trackingRelies on third-party scripts which can be blocked, causing data gaps and less accurate optimization. |
First-party trackingLeverages first-party data collection, ensuring minimal blocking and richer insights into user behavior. |
Standard personalizationBasic collaborative and content-based filtering, plus some rule-based personalization. |
Advanced personalizationCombines collaborative, content-based, multi-model, and personalized preferences—powered by AI. |
Basic dashboard with limited controlsOffers a serviceable but sometimes “clunky” dashboard. Some advanced needs may require external tools or manual processes. |
Intuitive, feature-rich dashboardFeatures a modern, intuitive dashboard with extensive merchandising controls, analytics, and integrated site content management. |
Reactive support modelProvides software and documentation, but success and performance is left largely to the merchant. |
Success-as-a-ServiceDedicated success team proactively drives growth and ROI with strategic support. |
Standard SKU handling for B2BHandles basic SKU /part-number lookup well, though dimension normalization and tiered pricing often require extra setup. |
Built for complex catalogsOut-of-the-box support for dimension normalization, advanced SKU matching, and group-based catalogs—particularly beneficial for B2B or complex product data. |
No confirmed enterprise-grade certificationsCommitted to GDPR/CCPA compliance, but does not publicly confirm SOC2 Type 2 or HIPAA readiness. |
Enterprise-grade securitySOC2 Type 2 certified, HIPAA-aligned, and provides built-in privacy compliance tools, from consent management to data encryption. |
Minimal conversational AI useLimited AI expansions; standard machine learning for IntelliSuggest, plus some early chatbot features. |
Conversational commerce readyLLM-based chat assistance, generative AI catalog enrichment, and continuous expansions on advanced AI-driven experiences. |
CAPABILITIES THAT DRIVE GROWTH
Feature Comparison
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ScoreCard | |
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Multiple Languages | ![]() |
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Experro
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Multiple Stores | ![]() |
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Experro
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NLP Query Processing | ![]() |
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Experro
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Real-time Context and Intent Detection | ![]() |
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Experro
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Contextual Relevancy & Accuracy | High | Medium |
Experro
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Automatic Zero & Low Result Optimization |
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Experro
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Automated Enrichments | ![]() |
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Experro
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GenAl Catalog Enrichments | ![]() |
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Experro
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Voice Search | Advanced | Basic |
Experro
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Image Search | Advanced | Basic |
Experro
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Visual Merchandising | ![]() |
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Experro
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Product Recommendations | Advanced | Standard |
Experro
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1-on-1 Personalization | ![]() |
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Experro
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Al Opportunities | ![]() |
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Experro
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Automated Optimizations | ![]() |
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Experro
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B2B Search Features | ![]() |
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Experro
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SKU Recognition | ![]() |
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Experro
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Dimension Normalization | ![]() |
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Experro
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Customer Groups | ![]() |
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Experro
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Success-as-a-Service | ![]() |
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Experro
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Customer Support | ![]() |
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Experro
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First-party Tracking | ![]() |
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Experro
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In-depth Analytics | ![]() |
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Experro
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Enterprise Suitability | High | Limited |
Experro
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SOC2 Type 2 and HIPPA Compliance | ![]() |
Not sure |
Experro
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Experro beats Searchspring, hands down!
EXPERRO PROMISE