# Lucidworks Fusion vs OpenSearch Comparison | | Lucidworks Fusion | OpenSearch | |---|---|---| | **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | | **Total Reviews** | 12 | 15 | | **Largest Market Segment** | Enterprise (66.7% of reviews) | Mid-Market (40.0% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | --- ## Top Pros & Cons ### Lucidworks Fusion **Not enough data** ### OpenSearch Pros: - Results (3 reviews) - Customer Support (1 reviews) Cons: - Limited Features (2 reviews) - Slow Performance (2 reviews) --- ## Ratings Comparison | Rating | Lucidworks Fusion | OpenSearch | |---|---|---| | **Meets Requirements** | 8.6 (12 reviews) | 8.4 (15 reviews) | | **Ease of Use** | 8.3 (12 reviews) | 8.8 (15 reviews) | | **Ease of Setup** | 7.8 (10 reviews) | 8.2 (14 reviews) | | **Ease of Admin** | 8.5 (9 reviews) | 8.7 (5 reviews) | | **Quality of Support** | 8.3 (12 reviews) | 7.9 (15 reviews) | | **Has the product been a good partner in doing business?** | 7.5 (8 reviews) | 8.7 (5 reviews) | | **Product Direction (% positive)** | 7.7 (10 reviews) | 10.0 (15 reviews) | --- ## Pricing ### Lucidworks Fusion #### Entry-Level Pricing No pricing available #### Free Trial No information available ### OpenSearch #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### E-Commerce Personalization | Product | Score | Reviews | |---|---|---| | **Lucidworks Fusion** | N/A | N/A | | **OpenSearch** | N/A | N/A | #### Visitor Behavior | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Monitoring** | Not enough data | Not enough data | | **Targeting** | Not enough data | Not enough data | | **Guided Selling** | Not enough data | Not enough data | #### Templates | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Library** | Not enough data | Not enough data | | **Customization** | Not enough data | Not enough data | | **Optimization** | Not enough data | Not enough data | #### Personalization | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Recommendation** | Not enough data | Not enough data | | **Content** | Not enough data | Not enough data | | **Cart Abandonment** | Not enough data | Not enough data | | **Search** | Not enough data | Not enough data | | **Personalization Engine** | Not enough data | Not enough data | | **Product Recommendations** | Not enough data | Not enough data | | **A/B Testing** | Not enough data | Not enough data | | **Personalized Messaging** | Not enough data | Not enough data | #### Multichannel | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Web** | Not enough data | Not enough data | | **Email** | Not enough data | Not enough data | | **Mobile** | Not enough data | Not enough data | #### Administration | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Marketing Campaigns** | Not enough data | Not enough data | | **Reports & Analytics** | Not enough data | Not enough data | | **User Data** | Not enough data | Not enough data | | **Integrations** | Not enough data | Not enough data | #### Agentic AI - E-Commerce Personalization | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Natural Language Interaction** | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | ### E-Merchandising | Product | Score | Reviews | |---|---|---| | **Lucidworks Fusion** | N/A | N/A | | **OpenSearch** | N/A | N/A | #### Merchandising | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Product Recommendations** | Not enough data | Not enough data | | **Product Search** | Not enough data | Not enough data | | **Product Display** | Not enough data | Not enough data | | **Media File Storage** | Not enough data | Not enough data | | **Web Content Management** | Not enough data | Not enough data | #### Analytics | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Reports & Analytics** | Not enough data | Not enough data | | **Customer Data** | Not enough data | Not enough data | #### Administration | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Integrations** | Not enough data | Not enough data | | **Dashboard** | Not enough data | Not enough data | ### Enterprise Search Software | Product | Score | Reviews | |---|---|---| | **Lucidworks Fusion** | N/A | N/A | | **OpenSearch** | 8.0/10 | 11 | #### Compatibility | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Federated Search** | Not enough data | 8.5 (11 reviews) | | **File Types** | Not enough data | 8.3 (11 reviews) | | **Global Language Support** | Not enough data | 8.0 (11 reviews) | #### Agentic AI - Enterprise Search Software | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | #### Search Queries | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Typo Tolerance** | Not enough data | 8.6 (11 reviews) | | **Faceted Search** | Not enough data | 8.2 (11 reviews) | | **Synonyms** | Not enough data | 7.1 (11 reviews) | | **Highlighting** | Not enough data | 8.2 (10 reviews) | | **Natural Language** | Not enough data | 7.6 (11 reviews) | #### AI powered search - Enterprise Search Software | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Generative RAG (Retrieval augmented generation)** | Not enough data | Not enough data | | **Relevance Tuning** | Not enough data | Not enough data | | **NLP & Semantic search** | Not enough data | Not enough data | #### Functionality | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Personalization** | Not enough data | 7.9 (11 reviews) | | **Search Analytics** | Not enough data | 8.0 (11 reviews) | | **Integrations** | Not enough data | 8.0 (11 reviews) | #### Compatibility - Enterprise Search Software | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **File Types** | Not enough data | Not enough data | | **Federated Search** | Not enough data | Not enough data | | **Global Language Support** | Not enough data | Not enough data | #### Functionality - Enterprise Search Software | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Personalization** | Not enough data | Not enough data | | **Search Analytics** | Not enough data | Not enough data | | **Integrations** | Not enough data | Not enough data | #### Search Queries - Enterprise Search Software | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Highlighting** | Not enough data | Not enough data | | **Faceted Search** | Not enough data | Not enough data | | **Typo Tolerance** | Not enough data | Not enough data | | **Synonyms** | Not enough data | Not enough data | ### E-Commerce Search | Product | Score | Reviews | |---|---|---| | **Lucidworks Fusion** | N/A | N/A | | **OpenSearch** | N/A | N/A | #### Search Setup | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Indexing** | Not enough data | Not enough data | | **Auto Complete** | Not enough data | Not enough data | | **Product Information** | Not enough data | Not enough data | | **Stemming** | Not enough data | Not enough data | #### Product Discovery | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Recommendations** | Not enough data | Not enough data | | **Conversion** | Not enough data | Not enough data | | **Personalization** | Not enough data | Not enough data | | **Faceted Search** | Not enough data | Not enough data | | **Ranking and Relevancy** | Not enough data | Not enough data | #### Integration | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **E-Commerce** | Not enough data | Not enough data | | **PIM** | Not enough data | Not enough data | | **Merchadising** | Not enough data | Not enough data | ### Site Search Software | Product | Score | Reviews | |---|---|---| | **Lucidworks Fusion** | N/A | N/A | | **OpenSearch** | N/A | N/A | #### Agentic AI - Site Search | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Adaptive Learning** | Not enough data | Not enough data | | **Natural Language Interaction** | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | #### Search Experience Management - Site Search | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Query Suggestions** | Not enough data | Not enough data | | **Typo Tolerance** | Not enough data | Not enough data | | **Synonyms** | Not enough data | Not enough data | | **Natural Language** | Not enough data | Not enough data | | **Rankings** | Not enough data | Not enough data | | **Personalization** | Not enough data | Not enough data | #### Functionality - Site Search | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Search Analytics** | Not enough data | Not enough data | | **Integrations** | Not enough data | Not enough data | | **Federated Search** | Not enough data | Not enough data | | **Multi-Language Support** | Not enough data | Not enough data | #### Generative AI - Site Search | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Text Generation** | Not enough data | Not enough data | | **Text Summarization** | Not enough data | Not enough data | ### AI Search & Retrieval Infrastructure Platforms | Product | Score | Reviews | |---|---|---| | **Lucidworks Fusion** | N/A | N/A | | **OpenSearch** | N/A | N/A | #### Retrieval intelligence - AI Search & Retrieval Infrastructure Platforms | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Advanced relevance tuning** | Not enough data | Not enough data | | **Query understanding & expansion** | Not enough data | Not enough data | | **Multistage retrieval & re-ranking** | Not enough data | Not enough data | | **Context-aware & personalized search** | Not enough data | Not enough data | #### Embedding & model management - AI Search & Retrieval Infrastructure Platforms | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Embedding versioning & lifecycle management** | Not enough data | Not enough data | | **Multimodal search support** | Not enough data | Not enough data | | **Pluggable embedding & LLM providers** | Not enough data | Not enough data | #### LLM retrieval & RAG optimization - AI Search & Retrieval Infrastructure Platforms | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Retrieval pipeline orchestration** | Not enough data | Not enough data | | **LLM-aware retrieval optimization** | Not enough data | Not enough data | | **Hybrid retrieval strategy optimization** | Not enough data | Not enough data | #### Data Enrichment & Index Intelligence - AI Search & Retrieval Infrastructure Platforms | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Incremental & streaming index updates** | Not enough data | Not enough data | | **Built-in data enrichment** | Not enough data | Not enough data | #### Security & governance - AI Search & Retrieval Infrastructure Platforms | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Fine-grained access controls** | Not enough data | Not enough data | | **Data residency & retention policies** | Not enough data | Not enough data | | **Audit logs & retrieval traceability** | Not enough data | Not enough data | #### Operations, observability & reliability - AI Search & Retrieval Infrastructure Platforms | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Search analytics & relevance debugging** | Not enough data | Not enough data | | **High availability & disaster recovery** | Not enough data | Not enough data | ### AI Search and Discovery Platforms | Product | Score | Reviews | |---|---|---| | **Lucidworks Fusion** | N/A | N/A | | **OpenSearch** | N/A | N/A | #### Semantic Search & Query Understanding - AI Search and Discovery Platforms | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Intent aware search** | Not enough data | Not enough data | | **Context aware query handling** | Not enough data | Not enough data | | **Natural language query support** | Not enough data | Not enough data | #### Data Indexing - AI Search and Discovery Platforms | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Multi system indexing** | Not enough data | Not enough data | | **Multi format indexing** | Not enough data | Not enough data | | **Automatic index updates** | Not enough data | Not enough data | #### Search Result Relevance - AI Search and Discovery Platforms | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **Relevance-based ranking** | Not enough data | Not enough data | | **Search relevance configuration** | Not enough data | Not enough data | | **Behavioral result improvement** | Not enough data | Not enough data | #### Personalization & Recommendations - AI Search and Discovery Platforms | Feature | Lucidworks Fusion | OpenSearch | |---|---|---| | **User based result personalization** | Not enough data | Not enough data | | **Behavior driven recommendations** | Not enough data | Not enough data | | **Contextual content recommendations** | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [Enterprise Search Software](https://www.g2.com/categories/enterprise-search-software) **Unique to Lucidworks Fusion (5):** [Site Search Software](https://www.g2.com/categories/site-search-software), [E-Commerce Search Software](https://www.g2.com/categories/e-commerce-search), [E-Commerce Personalization Software](https://www.g2.com/categories/e-commerce-personalization), [E-Merchandising Software](https://www.g2.com/categories/e-merchandising), [ AI Search and Discovery Platforms Software](https://www.g2.com/categories/ai-search-and-discovery-platforms) **Unique to OpenSearch (1):** [ AI Search & Retrieval Infrastructure Platforms Software](https://www.g2.com/categories/ai-search-retrieval-infrastructure-platforms) --- ## Reviewer Demographics ### By Company Size | Segment | Lucidworks Fusion | OpenSearch | |---|---|---| | **Small-Business** | 0% | 20.0% | | **Mid-Market** | 33.3% | 40.0% | | **Enterprise** | 66.7% | 40.0% | ### By Industry #### Lucidworks Fusion - **Hospital & Health Care:** 16.7% - **Telecommunications:** 8.3% - **Retail:** 8.3% - **Non-Profit Organization Management:** 8.3% - **Insurance:** 8.3% - **Hospitality:** 8.3% - **Government Administration:** 8.3% - **Food Production:** 8.3% - **Education Management:** 8.3% - **Consumer Electronics:** 8.3% - **Other:** 8.3% #### OpenSearch - **Information Technology and Services:** 26.7% - **Computer Software:** 26.7% - **Telecommunications:** 13.3% - **Security and Investigations:** 6.7% - **Retail:** 6.7% - **Health, Wellness and Fitness:** 6.7% - **Computer & Network Security:** 6.7% - **Accounting:** 6.7% --- ## Alternatives ### Alternatives to Lucidworks Fusion - [Coveo](https://www.g2.com/products/coveo/reviews) — 4.3/5 stars (142 reviews) - [Algolia](https://www.g2.com/products/algolia/reviews) — 4.5/5 stars (452 reviews) - [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) — 4.6/5 stars (774 reviews) - [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch/reviews) — 4.5/5 stars (292 reviews) - [Yext](https://www.g2.com/products/yext/reviews) — 4.4/5 stars (1124 reviews) - [Luigi's Box](https://www.g2.com/products/luigi-s-box/reviews) — 4.8/5 stars (430 reviews) - [Adobe Commerce (formerly Magento Commerce)](https://www.g2.com/products/adobe-commerce-formerly-magento-commerce/reviews) — 4.0/5 stars (625 reviews) - [Guru](https://www.g2.com/products/guru/reviews) — 4.7/5 stars (2321 reviews) - [SAP Engagement Cloud (formerly SAP Emarsys)](https://www.g2.com/products/sap-engagement-cloud-formerly-sap-emarsys/reviews) — 4.2/5 stars (637 reviews) - [Insider One](https://www.g2.com/products/insider-one/reviews) — 4.8/5 stars (1411 reviews) ### Alternatives to OpenSearch - [Algolia](https://www.g2.com/products/algolia/reviews) — 4.5/5 stars (452 reviews) - [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) — 4.6/5 stars (774 reviews) - [Doofinder](https://www.g2.com/products/doofinder/reviews) — 4.7/5 stars (509 reviews) - [Slack](https://www.g2.com/products/slack/reviews) — 4.5/5 stars (39175 reviews) - [ClickUp](https://www.g2.com/products/clickup/reviews) — 4.6/5 stars (13106 reviews) - [Notion](https://www.g2.com/products/notion/reviews) — 4.6/5 stars (12147 reviews) - [Guru](https://www.g2.com/products/guru/reviews) — 4.7/5 stars (2321 reviews) - [Yext](https://www.g2.com/products/yext/reviews) — 4.4/5 stars (1124 reviews) - [GoLinks](https://www.g2.com/products/golinks/reviews) — 4.7/5 stars (814 reviews) - [Kore.AI](https://www.g2.com/products/kore-ai/reviews) — 4.6/5 stars (474 reviews) --- ## Top Discussions ### Lucidworks Fusion - Title: [How does Fusion support the development of customer applications?](https://www.g2.com/discussions/how-does-fusion-support-the-development-of-customer-applications) — 1 comment, 1 upvote *(includes official response)* > **Top comment:** "Fusion provides App Studio, a stateless, easy-to-deploy UI builder, with built-in alerts, UI controls, spatial mapping, data visualization, and previews. ..." - Title: [How does Fusion deliver AI capabilities?](https://www.g2.com/discussions/how-does-fusion-deliver-ai-capabilities) — 1 comment, 1 upvote *(includes official response)* > **Top comment:** "Fusion uses AI extensively through every stage of enriching data, during ingest and at query time, for understanding user intent and personalizing insights..." - Title: [What data sources can users connect to Fusion?](https://www.g2.com/discussions/what-data-sources-can-users-connect-to-fusion) — 1 comment, 1 upvote *(includes official response)* > **Top comment:** "Lucidworks Fusion offers more than 100 connectors to a variety of data sources, including: Salesforce, Sharepoint, Google Drive, Slack, ServiceNow, Amazon..." - Title: [On what infrastructure can customers deploy Lucidworks Fusion?](https://www.g2.com/discussions/on-what-infrastructure-can-customers-deploy-lucidworks-fusion) — 1 comment, 1 upvote *(includes official response)* > **Top comment:** "Lucidworks Fusion can be deployed on any public cloud, on-premise, or as a hybrid solution across both. Lucidworks manages operations on either AWS or GCP...." ### OpenSearch No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/lucidworks-fusion-vs-opensearch)