# Best Enterprise Search Software - Page 14 *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)* Enterprise search software crawls and indexes structured and unstructured data from diverse sources, enriches it with metadata and security controls, and applies ranking algorithms to deliver precise, permission-aware results through a unified search interface. These solutions clean and structure data, enabling users to securely enter and find data across various data sources using metadata and relevance scoring, including databases, documents, applications, websites, and intranets. Users across multiple roles and teams can benefit from using enterprise search software since the retrieval of data from a mix of databases and shared sources is key to accomplishing many tasks within a business setting. Enterprise search software consolidates documents, databases, and application content into a unified search index and relevance framework, giving employees secure and rapid access to information while improving productivity, ensuring compliance, and reducing operational costs. Enterprise search software “Google-izes" data: It circumvents the time and effort that goes into tagging, filing, sharing, and retrieving information regardless of size and media type, creating a secure, powerful, and easy-to-use search function. Enterprise search software used within a business context usually integrates with [business intelligence](https://www.g2.com/categories/business-intelligence) and data management solutions, which are used to clean and structure data, making information easier to locate. Within an e-commerce setting, they are integrated with [product information management software](https://www.g2.com/categories/product-information-management-pim). While integration is not required, enterprise search software can pull information from various sources such as [customer relationship management (CRM) software](https://www.g2.com/categories/crm), [enterprise resource planning (ERP) software](https://www.g2.com/categories/erp), [HR management suites](https://www.g2.com/categories/hr-management-suites), [supply chain suites](https://www.g2.com/categories/supply-chain-suites), and more. To qualify for inclusion in the Enterprise Search category, a product must: - Collect and update information from different data sources, types, and formats - Index or archive data - Provide intelligent search options (autocomplete, find similar, rank by relevance, etc.) - Create an interface to search and retrieve data - Allow users to refine their search using advanced filters - Provide privacy features by applying granular permissions and access controls, ensuring users only access information they are authorized to see while safeguarding sensitive content - Provide search analytics features that track queries and user behavior, revealing gaps where information is missing and enabling teams to continuously refine and optimize content for greater relevance and business value ## Top Enterprise Search Software at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [Slack](https://www.g2.com/products/slack/reviews) | 4.5/5.0 (37,385 reviews) | Conversational knowledge retrieval across integrated workspaces | "[Slack Makes Team Communication Effortless with Organized Channels and Integrations](https://www.g2.com/survey_responses/slack-review-12957000)" | | 2 | [Notion](https://www.g2.com/products/notion/reviews) | 4.6/5.0 (10,976 reviews) | Cross-app knowledge retrieval with AI-grounded search | "[Intuitive interface and versatile use](https://www.g2.com/survey_responses/notion-review-12719455)" | | 3 | [Guru](https://www.g2.com/products/guru/reviews) | 4.7/5.0 (2,258 reviews) | Verified in-workflow knowledge retrieval across teams | "[A fast and user-friendly knowledge platform with room to grow](https://www.g2.com/survey_responses/guru-review-11254414)" | | 4 | [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch/reviews) | 4.5/5.0 (288 reviews) | ELK-native search across high-volume operational datasets | "[Impressive Speed and Powerful Near Real-Time Search with Elasticsearch](https://www.g2.com/survey_responses/elasticsearch-review-12579166)" | | 5 | [Google Cloud Dialogflow](https://www.g2.com/products/google-cloud-dialogflow/reviews) | 4.4/5.0 (129 reviews) | Intent-based FAQ search with Google-native NLP | "[Performs to Spec with a Scalable State Machine Model](https://www.g2.com/survey_responses/google-cloud-dialogflow-review-12738205)" | | 6 | [Microsoft Bing Web Search API](https://www.g2.com/products/microsoft-bing-web-search-api/reviews) | 4.2/5.0 (303 reviews) | Microsoft-ecosystem app search with structured JSON retrieval | "[Assistant ICT Lecturer](https://www.g2.com/survey_responses/microsoft-bing-web-search-api-review-11432058)" | | 7 | [Glean](https://www.g2.com/products/glean-technologies-glean/reviews) | 4.7/5.0 (161 reviews) | Cross-app enterprise knowledge search and retrieval | "[Streamlines Document Search and Boosts Productivity](https://www.g2.com/survey_responses/glean-review-12841505)" | | 8 | [AlphaSense](https://www.g2.com/products/alphasense/reviews) | 4.6/5.0 (313 reviews) | Cross-document financial intelligence with synonym-aware search | "[Deep Content Coverage with AI-Synthesized, Cited Answers](https://www.g2.com/survey_responses/alphasense-review-12866584)" | | 9 | [SearchUnify Cognitive Search](https://www.g2.com/products/searchunify-cognitive-search/reviews) | 4.5/5.0 (102 reviews) | Federated search with Salesforce-native case deflection | "[Valuable enterprise search system and support team](https://www.g2.com/survey_responses/searchunify-cognitive-search-review-12678221)" | | 10 | [ClickUp](https://www.g2.com/products/clickup/reviews) | 4.6/5.0 (12,206 reviews) | — | "[ClickUp Makes Recurring Tasks and Team Templates Effortless](https://www.g2.com/survey_responses/clickup-review-12973345)" | --- ## What Are the Most Common Questions About Enterprise Search Software? *AI-generated · Last updated: May 26, 2026* ### What top platforms for combining enterprise search with analytics? Based on G2 reviews, buyers looking for enterprise search software that also supports analytics tend to value products that combine fast retrieval with reporting, monitoring, or insight features in one workflow. Reviewers mention [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch) for combining search with dashboards, log analysis, and operational visibility. According to verified users, [SearchUnify Cognitive Search](https://www.g2.com/products/searchunify-cognitive-search) stands out for content gap analysis, session tracking, and search reporting that help teams improve self-service. G2 reviewers mention [Notion](https://www.g2.com/products/notion) as useful for searchable internal knowledge paired with AI-assisted answers and team documentation workflows. These patterns suggest that strong analytics matter most when teams need both discovery and ongoing optimization. **Here are some of the top-rated products on G2:** - [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch) – used for search, log analysis, dashboards, and monitoring across large data volumes - [SearchUnify Cognitive Search](https://www.g2.com/products/searchunify-cognitive-search) – suited for unified search with analytics on content gaps, case deflection, and user behavior - [Notion](https://www.g2.com/products/notion) – works well for searchable internal knowledge with AI-assisted answers and documentation workflows ### What best software for multi-source enterprise search? Based on G2 reviews, the strongest signals for multi-source enterprise search software point to products that connect many repositories and reduce switching between tools. G2 reviewers mention [Notion](https://www.g2.com/products/notion) for searching across internal docs and connected sources, while keeping a central knowledge base. According to verified users, [Glean](https://www.g2.com/products/glean-technologies-glean) is praised for pulling information from systems like Slack, Drive, Jira, and email into one search experience. Reviewers also highlight [SearchUnify Cognitive Search](https://www.g2.com/products/searchunify-cognitive-search) for federating content across repositories and improving discoverability. Buyers focused on scattered information and fragmented workflows should prioritize connector depth, relevance, and clear source visibility. **Here are some of the top-rated products on G2:** - [Notion](https://www.g2.com/products/notion) – useful for centralizing docs and searching across connected workplace knowledge sources - [Glean](https://www.g2.com/products/glean-technologies-glean) – fits teams that need one search layer across Slack, Drive, Jira, email, and other work apps - [SearchUnify Cognitive Search](https://www.g2.com/products/searchunify-cognitive-search) – designed for federated search across multiple repositories, sites, and knowledge systems ### What best enterprise search tools for integrating with intranet portals? Based on G2 reviews, enterprise search software for intranet portal integration is valued when it improves access to internal content without forcing users to jump across systems. According to verified users, [Moveworks](https://www.g2.com/products/moveworks) is frequently mentioned for integrating with employee portals, Teams, and internal knowledge sources to surface answers where employees already work. G2 reviewers also describe [SearchUnify Cognitive Search](https://www.g2.com/products/searchunify-cognitive-search) as effective for embedding federated search into communities and support experiences. [Yext](https://www.g2.com/products/yext) is noted for searchable content experiences and website search use cases. These reviews suggest portal fit depends on connector coverage, user experience, and how well the product preserves context inside the intranet environment. **Here are some of the top-rated products on G2:** - [Moveworks](https://www.g2.com/products/moveworks) – helps surface internal answers through employee portals, chat, and workplace tools - [SearchUnify Cognitive Search](https://www.g2.com/products/searchunify-cognitive-search) – supports embedded federated search for communities and support portals - [Yext](https://www.g2.com/products/yext) – suitable for searchable portal and website content with managed search experiences ### What top-rated enterprise search platforms for compliance-heavy industries? Based on G2 reviews, compliance-heavy teams tend to favor enterprise search software that combines strong governance, controlled access, and reliable retrieval. G2 reviewers mention [iManage Work](https://www.g2.com/products/imanage-work) for secure document management, searchability, and governance in document-intensive environments. According to verified users, [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch) is used for compliance-oriented logging, monitoring, and audit visibility across large data sets. Reviewers also highlight [SearchUnify Cognitive Search](https://www.g2.com/products/searchunify-cognitive-search) for helping regulated organizations unify content and improve self-service while maintaining controlled search experiences. Buyers in compliance-focused environments often care less about broad consumer-style search and more about traceability, permissions, and consistent access to current information. **Here are some of the top-rated products on G2:** - [iManage Work](https://www.g2.com/products/imanage-work) – strong fit for secure document governance, search, and controlled access to sensitive content - [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch) – commonly used for compliance-oriented log search, monitoring, and audit visibility - [SearchUnify Cognitive Search](https://www.g2.com/products/searchunify-cognitive-search) – helps regulated teams unify knowledge sources and improve governed self-service search ### Which platform offers the most intuitive search interface? Based on G2 reviews, [Notion](https://www.g2.com/products/notion) stands out here because recent reviewers repeatedly describe it as easy to use, intuitive, and straightforward for finding information across internal docs and connected sources. According to verified users, the interface makes it simple to centralize knowledge, search quickly, and support onboarding or self-service without much setup friction. G2 reviewers also mention some navigation and structure challenges as workspaces grow, but the overall pattern still points to ease of use as a core strength. For buyers comparing enterprise search software, this suggests Notion is especially appealing when usability and fast adoption matter as much as search capability itself. ### What top tools for indexing and retrieving enterprise data? Based on G2 reviews, buyers evaluating enterprise search software for indexing and retrieval often focus on speed, scalability, and the ability to handle varied content sources. G2 reviewers mention [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch) for indexing large data volumes, log search, and fast retrieval across operational and content use cases. According to verified users, [Amazon OpenSearch Service](https://www.g2.com/products/amazon-opensearch-service) is useful for centralized log management and analytics in cloud environments. Reviewers also call out [Azure AI Search](https://www.g2.com/products/azure-ai-search) for retrieving relevant outputs from large data sets and supporting search-driven chatbot or retrieval workflows. These products are most often praised when teams need dependable indexing plus quick access to enterprise information. **Here are some of the top-rated products on G2:** - [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch) – well suited for indexing and retrieving logs, documents, and large-scale enterprise data - [Amazon OpenSearch Service](https://www.g2.com/products/amazon-opensearch-service) – useful for centralized indexing and search across cloud-based logs and operational data - [Azure AI Search](https://www.g2.com/products/azure-ai-search) – supports retrieving relevant answers from large data sets in search and chatbot workflows ### Which enterprise search software is best for mobile access? Based on G2 reviews, [Perplexity](https://www.g2.com/products/perplexity) is the strongest fit for this question because reviewers specifically call out the mobile experience, including screenshot-based research, voice interactions, and on-the-go searching. According to verified users, the app is easy to use and helpful for real-time research without being tied to a desktop workflow. G2 reviewers mention some mobile drawbacks, such as occasional disconnections or limitations during longer sessions, but the recurring feedback still points to mobile usability as a clear advantage. For teams prioritizing enterprise search software with accessible mobile research and fast answers, Perplexity shows the most direct recent review evidence. ### Which is the best enterprise search software for large organizations? Based on G2 reviews, [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch) is the strongest match for large organizations because reviewers consistently describe it as fast, scalable, and effective for handling high-volume data, log analysis, and enterprise-scale search workloads. According to verified users, it supports large customer environments, centralized search across complex datasets, and near real-time access to operational information. G2 reviewers also note that complexity and infrastructure planning increase as deployments grow, which is important for buyers to weigh. Even so, the overall review pattern suggests Elasticsearch is the clearest fit when large organizations need enterprise search software built for scale, performance, and broad data retrieval use cases. ### What best platforms for secure enterprise search? Based on G2 reviews, secure enterprise search software is most often associated with products that emphasize permissions, governance, and protected access to internal data. G2 reviewers mention [iManage Work](https://www.g2.com/products/imanage-work) for secure document storage, controlled access, and strong governance for sensitive content. According to verified users, [Leverage Work AI Search & Insights](https://www.g2.com/products/leverage-work-ai-search-insights) stands out for privacy, internal hosting control, and centralized search across protected systems. Reviewers also highlight [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch) in environments where security, compliance visibility, and controlled search over operational data matter. These reviews suggest secure search buying criteria usually center on data control, permissions, and governance rather than convenience alone. **Here are some of the top-rated products on G2:** - [iManage Work](https://www.g2.com/products/imanage-work) – ideal for secure document search, governance, and controlled access in sensitive environments - [Leverage Work AI Search & Insights](https://www.g2.com/products/leverage-work-ai-search-insights) – fits teams needing private, internally controlled search across protected enterprise data - [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch) – supports secure search and monitoring use cases where governance and visibility are important ### Which enterprise search tool offers AI-powered relevance ranking? Based on G2 reviews, [Constructor](https://www.g2.com/products/constructor-io-constructor) is the clearest answer because reviewers directly describe flexible relevance and ranking controls, continuous optimization, and stronger product discovery through search and recommendations. According to verified users, the platform supports relevance improvements that can be tuned and tested over time, especially in ecommerce and discovery-heavy experiences. G2 reviewers mention that it can take effort to understand ranking behavior and business-specific tuning, but the recurring feedback still points to AI-driven relevance as a major strength. For buyers focused on enterprise search software with relevance ranking at the core, Constructor has the most explicit review grounding in this dataset. ## How Many Enterprise Search Software Products Does G2 Track? **Total Products under this Category:** 204 ### Category Stats (Jun 2026) - **Average Rating**: 4.42/5 (↓0.01 vs May 2026) The average rating of products in this category, based on all submitted ratings - **New Reviews This Quarter**: 361 - **Buyer Segments**: Mid-Market 43% │ Small-Business 39% │ Enterprise 18% Represents the distribution of reviewers across all products in this category. - **Top Trending Product**: Sinequa (+0.208) - Among all products in this category, Sinequa recorded the largest rating increase compared to last month *Last updated: June 01, 2026* ## How Does G2 Rank Enterprise Search Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 74,900+ Authentic Reviews - 204+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which Enterprise Search Software Is Best for Your Use Case? - **Leader:** [Slack](https://www.g2.com/products/slack/reviews) - **Highest Performer:** [CADDi Drawer](https://www.g2.com/products/caddi-drawer/reviews) - **Easiest to Use:** [Slack](https://www.g2.com/products/slack/reviews) - **Top Trending:** [Glean](https://www.g2.com/products/glean-technologies-glean/reviews) - **Best Free Software:** [Notion](https://www.g2.com/products/notion/reviews) --- **Sponsored** ### livepro Knowledge Management livepro is a comprehensive Customer Experience Knowledge Management solution designed to enhance the efficiency and effectiveness of customer service operations across various industries. Since its inception in 2001, livepro has been dedicated to providing a robust knowledge management platform that empowers customer service centers & departments that support them in sectors such as Banking and Finance, Airlines, Insurance, Superannuation, Education, Health, and Government. The primary goal of livepro is to streamline the process of delivering accurate information to agents, thereby improving overall customer experience. The target audience for livepro includes organizations that prioritize customer service excellence and seek to optimize their knowledge management processes. By offering a feature-rich yet user-friendly interface, livepro allows customer service representatives to access reliable answers quickly, eliminating the need to sift through lengthy documents. This intuitive design not only enhances the speed of customer service interactions but also significantly reduces the training time required for staff, enabling them to confidently address customer inquiries with minimal onboarding. One of the standout features of livepro is its powerful search functionality, which serves as a single source of truth for organizations. This feature ensures that agents can retrieve consistent and accurate answers across multiple channels, including phone, email, front counter, website, self-service portals, live chat, and even modern virtual assistants. By providing immediate access to information, livepro helps organizations respond to even the most complex customer questions efficiently, thereby fostering a more satisfying customer experience. The benefits of implementing livepro extend beyond improved customer satisfaction. Organizations can expect a reduction in average handling time (AHT) and a decrease in training costs, as staff become more adept at navigating the system with ease. Additionally, livepro minimizes compliance and risk factors by offering clear, easy-to-follow process guidance, which helps ensure that agents adhere to established protocols. Overall, livepro stands out in the knowledge management category by delivering a solution that not only enhances the capabilities of customer service teams but also positively impacts the bottom line through operational efficiencies. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=100&secure%5Bdisplayable_resource_id%5D=100&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=100&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=55822&secure%5Bresource_id%5D=100&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fenterprise-search-software%3Fpage%3D14&secure%5Btoken%5D=f78db23f93711641a54445d37d7d2219d731a9e132fea18b02537a2bb5e6b0ce&secure%5Burl%5D=https%3A%2F%2Flivepro.com%2F&secure%5Burl_type%5D=book_demo) --- ## What Is Enterprise Search Software? [Analytics Tools & Software](https://www.g2.com/categories/analytics-tools-software) ## What Software Categories Are Similar to Enterprise Search Software? - [Insight Engines Software](https://www.g2.com/categories/insight-engines) - [Knowledge Base Software](https://www.g2.com/categories/knowledge-base-software) - [E-Commerce Search Software](https://www.g2.com/categories/e-commerce-search) --- ## How Do You Choose the Right Enterprise Search Software? ### What You Should Know About Search Software ### What is Search Software? Enterprise search software enables the organized retrieval of stored data within an organization so users can securely enter and find data across enterprise databases, intranets, websites, and more. This software helps clean and structure data to make it easier to find by distributing information across a variety of repositories. Search software, therefore, helps unlock the power of data, as it is only useful if it can be found. By tagging, filing, sharing, and retrieving information regardless of size and media type, enterprise search software creates a secure and powerful search function. This type of software usually integrates with [business intelligence platforms](https://www.g2.com/categories/business-intelligence-platforms) and [master data management (MDM) software](https://www.g2.com/categories/master-data-management-mdm) which are used to clean and structure data as discussed above. While integration is not required, search software helps pull information from various sources such as [customer relationship management (CRM) software](https://www.g2.com/categories/crm), [enterprise resource planning (ERP) systems](https://www.g2.com/categories/erp-systems), [HR management suites](https://www.g2.com/categories/hr-management-suites), [product information management (PIM) software](https://www.g2.com/categories/product-information-management-pim),[e-commerce platforms](https://www.g2.com/categories/e-commerce-platforms), [web content management software](https://www.g2.com/categories/web-content-management), or [supply chain suites](https://www.g2.com/categories/supply-chain-suites). Key Benefits of Enterprise Search Software - Helps users easily find data, regardless of file type - Equips users with an overview of data, enabling them to make smarter, data-driven business decisions ### Why Use Search Software? Businesses produce vast amounts of data, much of which can be leveraged by both their employees and customers. However, this data is frequently siloed in various databases, applications, and intranets. Before users make meaningful decisions regarding their data, they must be able to find that data. Enterprise search software is an obvious solution for this pernicious problem, helping users find data in an organized, systematic way. **Enhance productivity —** Not being able to find data slows users down. Enterprise search software enhances productivity, allowing users to quickly find what they are looking for via a seamless interface. **Cut costs —** Building out a robust search function may be a costly endeavor and could take a significant amount of time. While search software might require additional development work in the long run, it helps businesses save money and develop insights. **Unlock insights —** Users gain actionable information by leveraging the offerings of search software. Enterprise search software allows users to seamlessly browse a company’s assets and make informed decisions based on retrievable information. ### Who Uses Search Software? In data-driven businesses, every employee benefits from search software. Typically, developers need to craft a comprehensive search solution and tailor it to specific business outcomes, but once the search platform is functional, it can be used to easily find various tools or data. A wide range of users can benefit from enterprise search software. **Software developers —** Developers that want to create the next generation of products and services can use search software to build search capabilities into their applications. This additional functionality would allow users to discover data from a host of sources, helping them make data-driven decisions. **Marketers —** Search solutions give a comprehensive view of marketing-related data and documents. As a result, marketers can work smarter and get visibility into the data produced by the various systems they use. **Human resources —** Businesses produce and ingest a vast amount of personal data (e.g., sick leave, employee performance, and organizational charts). To properly understand it and bring all this disparate data together in one place, employee success or human resources teams can turn to search. This would allow them to get a robust understanding of their company and their employees. **Health care professionals —** As the health care industry becomes more digital and search gains traction, it will be easier for doctors to quickly access critical information to support quick, accurate clinical decision making. ### Kinds of Search Software Search software can be broken down into two broad groups: internal (or enterprise) and external search. **Enterprise search —** Internal search is conducted within an organization (typically solely with company-specific, company-owned data) to help employees find data quickly and efficiently. This can involve the querying of documents, intranets, databases, applications, and more. **External search —** External search allows businesses to securely expose select data and information sources (including product catalogs, videos, and marketing content) to external sources, such as mobile applications and websites. ### Search Software Features Search software offers a wide range of features, including fuzzy search and filtering. These features help end users find what they want, no matter what search queries they use. The following features are found in most enterprise search software. **Integration-friendly —** When search capabilities are integrated in a business application, users can quickly access data from different systems in a variety of formats. **Fuzzy search —** With fuzzy search, users do not need to worry about searching with an exact keyword match. Fuzzy search functionality enables users to find related documents and data points to a particular search query. **Federated search —** Federated search allows the user to search across different data sources, such as databases, intranets, and applications. **Security settings —** Users can find the material which is relevant,accessible, and tailored to their specific security status or clearance. ### Trends Related to Search Software Business data is no longer locked up in silos. With enterprise search software and other tools such as [self-service business intelligence platforms](https://www.g2.com/categories/self-service-business-intelligence), more users across a business can find and access this data. In addition, artificial intelligence (AI) tools such as [natural language processing (NLP) software](https://www.g2.com/categories/natural-language-processing-nlp) help make search solutions easier to use and more powerful, providing more accurate results. **Conversational interface —** Search software allows users to query data in a more natural way. For example, with conversational interfaces, users can uncover the material they are looking for using intuitive language. Intuitive methods of querying data means enabling a larger user base to access and make sense of company data. **AI-powered insights —** AI is quickly becoming a promising feature of enterprise search software. With machine learning, end users can discover hidden insights, allowing them to make sense of content and help them understand what they are seeing. ### Potential Issues with Search Software There are a few considerations to make when buying enterprise search software. Although the benefits of deploying a search solution are clear, there are still some issues that can arise post implementation. **Deployment issues —** Search software require lots of work by a skilled development team or vendor support staff to properly deploy the solution, especially if the data is particularly messy. Some data might not be compatible with different products and some solutions might be geared for different types of data. For example, some solutions may not be optimized for unstructured data, whilst others may be best for numerical data. **Lack of widespread adoption —** Old habits are difficult to break. End users might struggle to adopt the solutions because they’re used to familiar processes. Therefore, it’s important for companies to have a plan to encourage and promote user adoption of the solution if they want everyone to take full advantage of enterprise search software. **Time to market —** As with any software implementation process, it’s important to think about how long it will take to implement the search tool and integrate it into the organization’s workflow. To ensure company data can be queried, it’s important to consider related software that a company might need, such as [data integration software](https://www.g2.com/categories/data-integration). **Risk of data security —** Data security should not be an afterthought. Companies must consider security options to ensure the right users see the correct data. Effective search solutions should offer security options that enable administrators to assign verified users different levels of access to the platform, based on their security clearance or level of seniority. ### Software and Services Related to Search Software The following solutions can be used in conjunction with the products in this category to be able to find and make meaning from content. [**Business intelligence platforms**](https://www.g2.com/categories/business-intelligence-platforms) **—** As mentioned above, search software is focused on finding content. If a user is looking to analyze that content, such as running statistical or numerical data, the user should consider business intelligence platforms to help analyze the data. [**Database software**](https://www.g2.com/categories/database-software) **—** Each business has a unique set of metrics tied to their individual operation, products, and clientele. A plethora of solutions for storing, organizing, and sharing large amounts of data exists; those solutions are primed to be accessed and analyzed by enterprise search tools. When considering a search solution, users should investigate which databases can integrate with their tool and make the most logical product choice for their particular situation. These products don’t serve much purpose without the ability to pull data from the existing company database. [**Desktop search software**](https://www.g2.com/categories/desktop-search) **—** Desktop search software allows users to quickly find files, folders, or specific content. These applications promote individual productivity by helping employees track down important information, launch applications, and share timely content or data with team members. Although they have similarities to search solutions, these products are geared toward finding content stored on the users’ personal computers and certain connected applications. [**Insight engines**](https://www.g2.com/categories/insight-engines) **—** Companies looking for a robust and powerful enterprise search solution should consider insight engines. Employees and customers use these tools to quickly and easily find information and data, whether that be content, documents, or raw data. Insight engines use NLP solutions and machine learning when querying to best provide results.