# Best Enterprise Search Software ## How Many Enterprise Search Software Products Does G2 Track? **Total Products under this Category:** 209 ### Category Stats (Jul 2026) - **Average Rating:** 4.43/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Rovo (+1.58%) - Among all products in this category, Rovo recorded the largest rating increase compared to last month _Last updated: July 27, 2026_ ## How Does G2 Rank Enterprise Search Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 80,000+ Authentic Reviews - 209+ 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. ## G2 Grid® for Enterprise Search Software ![G2 Grid® for Enterprise Search Software plotting products by satisfaction and market presence](https://www.g2.com/categories/enterprise-search-software/grids.png?focus%5B%5D=3437&focus%5B%5D=82623&focus%5B%5D=12139&focus%5B%5D=52450&focus%5B%5D=8313&focus%5B%5D=21454&focus%5B%5D=39661&focus%5B%5D=1177607) Highlighted products: Slack, Notion, Guru, Google Cloud Dialogflow, Elasticsearch, Microsoft Bing Web Search API, AlphaSense, and Glean. Underlying data: [Grid® JSON](https://www.g2.com/categories/enterprise-search-software/grids.json?focus%5B%5D=slack&focus%5B%5D=notion&focus%5B%5D=guru&focus%5B%5D=google-cloud-dialogflow&focus%5B%5D=elastic-elasticsearch&focus%5B%5D=microsoft-bing-web-search-api&focus%5B%5D=alphasense&focus%5B%5D=glean-technologies-glean) **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%5Bchosen_at%5D=2026-07-28T19%3A40%3A59Z&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%3Fopen_modal_url%3D%252Fproducts%252Fquepid%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fenterprise-search-software%2526source%253Dcategory&secure%5Btoken%5D=abbdec0ee2393c019c0c68f1cba5e2a573aeefbc3f10ebd6297b60d1b7d26ba1&secure%5Burl%5D=https%3A%2F%2Flivepro.com%2F&secure%5Burl_type%5D=book_demo) [ Slack ](https://www.g2.com/products/slack/reviews) By [Salesforce](https://www.g2.com/sellers/salesforce) [ 4.5/5(39,218) ](https://www.g2.com/products/slack/reviews) What do users say? Users consistently praise Slack for its organized communication and intuitive interface, which streamline team collaboration and make it easy to manage conversations across channels. The platform's ab Pros and Cons [ Ease of Use (3483) ](https://www.g2.com/products/slack/reviews?qs=pros-and-cons)[ Notification Issues (1114) ](https://www.g2.com/products/slack/reviews?qs=pros-and-cons) [ Notion ](https://www.g2.com/products/notion/reviews) By [Notion](https://www.g2.com/sellers/notion-2026-07-28) [ 4.6/5(13,464) ](https://www.g2.com/products/notion/reviews) What do users say? Users consistently praise Notion for its flexibility and ease of use, allowing them to customize workflows and organize information effectively. The integration of AI features enhances productivity, m Pros and Cons [ Ease of Use (4751) ](https://www.g2.com/products/notion/reviews?qs=pros-and-cons)[ Learning Curve (1894) ](https://www.g2.com/products/notion/reviews?qs=pros-and-cons) [ Guru ](https://www.g2.com/products/guru/reviews) By [Guru](https://www.g2.com/sellers/guru) [ 4.7/5(2,322) ](https://www.g2.com/products/guru/reviews) What do users say? Users consistently praise Guru for its ease of use and seamless integration with existing workflows, making it a reliable tool for accessing verified information quickly. The platform's ability to cen Pros and Cons [ Ease of Use (742) ](https://www.g2.com/products/guru/reviews?qs=pros-and-cons)[ Search Functionality (152) ](https://www.g2.com/products/guru/reviews?qs=pros-and-cons) [ Elasticsearch ](https://www.g2.com/products/elastic-elasticsearch/reviews) By [Elastic](https://www.g2.com/sellers/elastic) [ 4.5/5(292) ](https://www.g2.com/products/elastic-elasticsearch/reviews) What do users say? Users consistently praise Elasticsearch for its speed and scalability, making it ideal for handling large datasets and providing quick search results. The platform's flexibility and powerful search ca Pros and Cons [ Ease of Use (52) ](https://www.g2.com/products/elastic-elasticsearch/reviews?qs=pros-and-cons)[ Expensive (28) ](https://www.g2.com/products/elastic-elasticsearch/reviews?qs=pros-and-cons) [ Google Cloud Dialogflow ](https://www.g2.com/products/google-cloud-dialogflow/reviews) By [Google](https://www.g2.com/sellers/google) [ 4.4/5(135) ](https://www.g2.com/products/google-cloud-dialogflow/reviews) What do users say? Users consistently praise the ease of use and natural language understanding of Google Cloud Dialogflow, highlighting its intuitive interface and effective integration with various platforms. Many app Pros and Cons [ Ease of Use (14) ](https://www.g2.com/products/google-cloud-dialogflow/reviews?qs=pros-and-cons)[ Cost (5) ](https://www.g2.com/products/google-cloud-dialogflow/reviews?qs=pros-and-cons) [ AlphaSense ](https://www.g2.com/products/alphasense/reviews) By [AlphaSense](https://www.g2.com/sellers/alphasense) [ 4.6/5(335) ](https://www.g2.com/products/alphasense/reviews) What do users say? Users consistently praise AlphaSense for its fast, accurate insights and intuitive search capabilities, which significantly enhance research efficiency. The platform's ability to aggregate vast amount Pros and Cons [ Ease of Use (38) ](https://www.g2.com/products/alphasense/reviews?qs=pros-and-cons)[ Learning Difficulty (13) ](https://www.g2.com/products/alphasense/reviews?qs=pros-and-cons) [ Microsoft Bing Web Search API ](https://www.g2.com/products/microsoft-bing-web-search-api/reviews) By [Microsoft](https://www.g2.com/sellers/microsoft) [ 4.2/5(305) ](https://www.g2.com/products/microsoft-bing-web-search-api/reviews) What do users say? Users consistently praise the Microsoft Bing Web Search API for its fast response and relevant search results, making it a reliable tool for developers. The API's ease of integration and ability to de Pros and Cons [ Results (2) ](https://www.g2.com/products/microsoft-bing-web-search-api/reviews?qs=pros-and-cons)[ Expensive (1) ](https://www.g2.com/products/microsoft-bing-web-search-api/reviews?qs=pros-and-cons) [ Glean ](https://www.g2.com/products/glean-technologies-glean/reviews) By [Glean Technologies](https://www.g2.com/sellers/glean-technologies-db5ca3dc-c8a9-4900-9065-0c1ab979908a) [ 4.7/5(164) ](https://www.g2.com/products/glean-technologies-glean/reviews) What do users say? Users consistently praise Glean for its ease of use and ability to quickly find information across multiple platforms, significantly enhancing productivity. The integration with tools like Slack and G Pros and Cons [ Ease of Use (5) ](https://www.g2.com/products/glean-technologies-glean/reviews?qs=pros-and-cons)[ Improvement Needed (3) ](https://www.g2.com/products/glean-technologies-glean/reviews?qs=pros-and-cons) [ SearchUnify ](https://www.g2.com/products/searchunify/reviews) By [Grazitti Interactive](https://www.g2.com/sellers/grazitti-interactive) [ 4.5/5(111) ](https://www.g2.com/products/searchunify/reviews) What do users say? Users consistently praise the product for its ease of use and responsive customer support, highlighting how it simplifies the search experience across multiple platforms. The integration capabilities Pros and Cons [ Search Functionality (11) ](https://www.g2.com/products/searchunify/reviews?qs=pros-and-cons)[ Search Functionality (5) ](https://www.g2.com/products/searchunify/reviews?qs=pros-and-cons) [ ClickUp ](https://www.g2.com/products/clickup/reviews) By [ClickUp](https://www.g2.com/sellers/clickup) [ 4.6/5(13,369) ](https://www.g2.com/products/clickup/reviews) What do users say? Users consistently praise ClickUp for its flexibility and customization, allowing teams to tailor workflows to their specific needs. The platform's ability to integrate various tools and manage tasks Pros and Cons [ Ease of Use (4219) ](https://www.g2.com/products/clickup/reviews?qs=pros-and-cons)[ Missing Features (2039) ](https://www.g2.com/products/clickup/reviews?qs=pros-and-cons) [ Workvivo ](https://www.g2.com/products/workvivo/reviews) By [Zoom](https://www.g2.com/sellers/zoom-a5000ea1-6d30-4ab4-b591-20723189ac97) [ 4.8/5(2,675) ](https://www.g2.com/products/workvivo/reviews) What do users say? Users consistently praise the user-friendly interface and ease of use of Workvivo, highlighting how it fosters communication and engagement among employees. The platform's social media-style layout ma Pros and Cons [ Ease of Use (406) ](https://www.g2.com/products/workvivo/reviews?qs=pros-and-cons)[ Slow Loading (98) ](https://www.g2.com/products/workvivo/reviews?qs=pros-and-cons) [ Azure AI Search ](https://www.g2.com/products/azure-ai-search/reviews) By [Microsoft](https://www.g2.com/sellers/microsoft) [ 4.4/5(34) ](https://www.g2.com/products/azure-ai-search/reviews) What do users say? Users consistently praise the ease of use and powerful search capabilities of Azure AI Search, highlighting its ability to integrate AI-driven features for enhanced data retrieval. Many appreciate its Pros and Cons [ Ease of Use (4) ](https://www.g2.com/products/azure-ai-search/reviews?qs=pros-and-cons)[ Expensive (8) ](https://www.g2.com/products/azure-ai-search/reviews?qs=pros-and-cons) [ Microsoft Bing Image Search... ](https://www.g2.com/products/microsoft-bing-image-search-api/reviews) By [Microsoft](https://www.g2.com/sellers/microsoft) [ 4/5(21) ](https://www.g2.com/products/microsoft-bing-image-search-api/reviews) What do users say? Users consistently praise the ease of use and relevant image results provided by the Microsoft Bing Image Search API, making it a reliable tool for image searches. Many appreciate the detailed filteri [ Amazon OpenSearch Service ](https://www.g2.com/products/amazon-opensearch-service/reviews) By [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd) [ 4.2/5(102) ](https://www.g2.com/products/amazon-opensearch-service/reviews) What do users say? Users consistently praise the ease of use and scalability of Amazon OpenSearch Service, highlighting its ability to handle large data volumes efficiently. Many appreciate the seamless integration with [ Dropbox Dash ](https://www.g2.com/products/dropbox-dash/reviews) By [Dropbox](https://www.g2.com/sellers/dropbox) [ 4.2/5(86) ](https://www.g2.com/products/dropbox-dash/reviews) What do users say? Users consistently praise the ease of use and powerful search functionality of Dropbox Dash, highlighting how it simplifies file organization and retrieval across multiple platforms. The intuitive set Pros and Cons [ Ease of Use (57) ](https://www.g2.com/products/dropbox-dash/reviews?qs=pros-and-cons)[ Integration Issues (17) ](https://www.g2.com/products/dropbox-dash/reviews?qs=pros-and-cons) - ‹ Prev‹ Prev - 1 - [2](/categories/enterprise-search-software?open_modal_url=%2Fproducts%2Fquepid%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fenterprise-search-software%26source%3Dcategory&order=g2_score&page=2#product-list) - [3](/categories/enterprise-search-software?open_modal_url=%2Fproducts%2Fquepid%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fenterprise-search-software%26source%3Dcategory&order=g2_score&page=3#product-list) - [4](/categories/enterprise-search-software?open_modal_url=%2Fproducts%2Fquepid%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fenterprise-search-software%26source%3Dcategory&order=g2_score&page=4#product-list) - [5](/categories/enterprise-search-software?open_modal_url=%2Fproducts%2Fquepid%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fenterprise-search-software%26source%3Dcategory&order=g2_score&page=5#product-list) - … - [13](/categories/enterprise-search-software?open_modal_url=%2Fproducts%2Fquepid%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fenterprise-search-software%26source%3Dcategory&order=g2_score&page=13#product-list) - [14](/categories/enterprise-search-software?open_modal_url=%2Fproducts%2Fquepid%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fenterprise-search-software%26source%3Dcategory&order=g2_score&page=14#product-list) - [Next ›Next ›](/categories/enterprise-search-software?open_modal_url=%2Fproducts%2Fquepid%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fenterprise-search-software%26source%3Dcategory&order=g2_score&page=2#product-list) Spotlight Categories [Core HR Software](https://www.g2.com/categories/core-hr) [Sales Training and Onboarding Software](https://www.g2.com/categories/sales-training-and-onboarding) [Mobile Marketing Software](https://www.g2.com/categories/mobile-marketing) [User Research Tools](https://www.g2.com/categories/user-research) [Outbound Call Tracking Software](https://www.g2.com/categories/outbound-call-tracking) Similar Categories - [Agentic Analytics](/categories/agentic-analytics) - [AI Search and Discovery Platforms](/categories/ai-search-and-discovery-platforms) - [Analytics Platforms](/categories/analytics-platforms) - [Business Intelligence](/categories/business-intelligence) - [Data Virtualization](/categories/data-virtualization) - [Drone Analytics](/categories/drone-analytics) - [Graph Visualization Tools](/categories/graph-visualization-tools) - [Insight Engines](/categories/insight-engines) - [Other Analytics](/categories/other-analytics) - [Predictive Analytics](/categories/predictive-analytics) - [Site Search Software](/categories/site-search-software) - [Statistical Analysis](/categories/statistical-analysis) - [Text Analysis](/categories/text-analysis) - [Time Series Intelligence](/categories/time-series-intelligence) - [Visitor Behavior Intelligence](/categories/visitor-behavior-intelligence) [Browse Enterprise Search Software Themes](/categories/enterprise-search-software/themes) ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry") BB Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry) Updated October 1, 2025 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 Tools at a Glance | | Conversational knowledge retrieval across integrated workspaces | User Review "Clean UI, Reliable Performance, and Powerful Integrations for Daily Work" | | | Cross-app knowledge retrieval with AI-grounded search | User Review "Clean UI, Fast Meeting Transcription, and great PM tooling" | | | Verified in-workflow knowledge retrieval across teams | User Review "A fast and user-friendly knowledge platform with room to grow" | | | ELK-native search across high-volume operational datasets | User Review "Simple UI, Seamless Integrations, and Strong Elasticsearch Performance" | | | Intent-based FAQ search with Google-native NLP | User Review "Intent-Driven Conversational Design With Seamless Google Cloud Integration" | | | Cross-document financial intelligence with synonym-aware search | User Review "Incredible Research Platform - Comprehensive, Concise, and Cutting-Edge" | | | Microsoft-ecosystem app search with structured JSON retrieval | User Review "Assistant ICT Lecturer" | | | Cross-app enterprise knowledge search and retrieval | User Review "Glean Integrations That Boost Onboarding Support" | | | Federated search with Salesforce-native case deflection | User Review "Responsive Team, Seamless Salesforce CRM Integration, and a Capable Platform" | * * * Show More * * * ## 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.