# Best Enterprise Search Software - Page 5

  *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




  
## How Many Enterprise Search Software Products Does G2 Track?
**Total Products under this Category:** 203

### Category Stats (May 2026)
- **Average Rating**: 4.42/5
- **New Reviews This Quarter**: 272
- **Buyer Segments**: Mid-Market 43% │ Small-Business 41% │ Enterprise 16%
- **Top Trending Product**: Sinequa (+0.208)
*Last updated: May 18, 2026*

  
## How Does G2 Rank Enterprise Search Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 74,400+ Authentic Reviews
- 203+ 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**

### LupaSearch

LupaSearch – AI-Powered eCommerce Search & Discovery About LupaSearch: Headquartered in Europe and founded by a team of veteran search engineers and data scientists, LupaSearch is a fast-growing technology company dedicated to solving the complexities of eCommerce findability. We specialize in serving mid-to-enterprise level online retailers who manage large, complex catalogs. Our mission is to bridge the gap between human intent and machine results, helping businesses globally turn their site search into a high-performing sales assistant. Key Features & Functionality: LupaSearch offers a sophisticated Hybrid Search Engine that combines vector-based semantic search with advanced keyword matching and Large Language Models (LLMs). This ensures the platform understands the "why" behind a query, handling typos, long-tail searches, and multilingual nuances with ease. Key functionalities include AI-driven personalization, dynamic faceted navigation that adapts to search context, and automated product recommendations. Designed for developers and business users alike, our seamless API allows for custom ranking based on business priorities like margins, stock levels, or active promotions. Primary Value & Problem Solved We solve the "zero-results" problem and eliminate the friction that causes high-intent customers to bounce. By providing highly relevant, personalized results in milliseconds, LupaSearch significantly boosts search conversion rates (CR) and revenue per session. We turn site search from a basic utility into a strategic revenue-driving channel, giving eCommerce teams the data-driven insights they need to understand customer demand and optimize their assortment.



[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=2428&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=2428&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1216468&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%3D5&secure%5Btoken%5D=65f0eb4f8ea46bafa28ac10cb1c0f4b49bf28291a69c622f1fbde8f2bc37e0dc&secure%5Burl%5D=https%3A%2F%2Fwww.lupasearch.com%2Fdemo-call%2F&secure%5Burl_type%5D=book_demo)

---

  ## What Are the Top-Rated Enterprise Search Software Products in 2026?
### 1. [Article Galaxy](https://www.g2.com/products/article-galaxy/reviews)
  Article Galaxy’s document retrieval engine puts 80M+ full-text journal articles at your fingertips, saving you time and money with fast and easy access to peer-reviewed scientific literature.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 26
**How Do G2 Users Rate Article Galaxy?**

- **Quality of Support:** 9.4/10 (Category avg: 8.9/10)

**Who Is the Company Behind Article Galaxy?**

- **Seller:** [Research Solutions](https://www.g2.com/sellers/research-solutions)
- **HQ Location:** Henderson, Nevada
- **Twitter:** @ResearchSolu (2,275 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/research-solutions/ (154 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Biotechnology, Pharmaceuticals
  - **Company Size:** 46% Mid-Market, 35% Small-Business


### 2. [EasyAsk](https://www.g2.com/products/easyask/reviews)
  EasyAsk is a provider of e-commerce site search, navigation and merchandising solutions for e-retail, mobile commerce and B2B commerce.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 11
**How Do G2 Users Rate EasyAsk?**

- **Highlighting:** 9.2/10 (Category avg: 8.4/10)
- **Quality of Support:** 8.3/10 (Category avg: 8.9/10)
- **Natural Language:** 9.2/10 (Category avg: 8.7/10)
- **File Types:** 9.2/10 (Category avg: 8.5/10)

**Who Is the Company Behind EasyAsk?**

- **Seller:** [EasyAsk](https://www.g2.com/sellers/easyask)
- **Year Founded:** 2000
- **HQ Location:** Burlington, MA
- **Twitter:** @EasyAskInc (5,520 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/easyask (13 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 55% Mid-Market, 36% Small-Business


### 3. [TAS Enterprise Search](https://www.g2.com/products/tas-enterprise-search/reviews)
  Creating order in digital chaos TAS Enterprise Search engine, through its sophisticated and convenient search capabilities, opens up new perspectives in the world of intelligent enterprise search engines. TAS Enterprise Search combines knowledge from multiple disciplines to provide a comprehensive solution. By advanced search function the user can easily solve complex search tasks, and bulk search option simplifies time-consuming searches which were previously done individually. The theme-independent search capabilities are supported by the customizable built-in synonym dictionary (thesaurus) to find relevant results. TAS Enterprise Search engine uses leading entity recognition and name matching solutions, which means it can provide a great help in identifying names. Search results are only visible and accessible to those who have the appropriate permission, thanks to the built-in document-level access management.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 3
**How Do G2 Users Rate TAS Enterprise Search?**

- **Highlighting:** 9.2/10 (Category avg: 8.4/10)
- **Quality of Support:** 9.4/10 (Category avg: 8.9/10)
- **Natural Language:** 7.5/10 (Category avg: 8.7/10)
- **File Types:** 9.2/10 (Category avg: 8.5/10)

**Who Is the Company Behind TAS Enterprise Search?**

- **Seller:** [Precognox](https://www.g2.com/sellers/precognox)
- **Year Founded:** 2008
- **HQ Location:** Kaposvár, HU
- **Twitter:** @precognox (150 Twitter followers)
- **LinkedIn® Page:** http://www.linkedin.com/company/precognox (46 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Mid-Market, 25% Small-Business


### 4. [Ultra Search Professional](https://www.g2.com/products/ultra-search-professional/reviews)
  Improve your workflow with our ultra fast solution for convenient file search: UltraSearch Professional is available now! The must-have Windows Search alternative reduces your waiting time to an absolute minimum as it shows you the first results while you are still typing. Take advantage as you search for files not only on hard disks but also on network drives. Flexibly individualize your search with your own search parameters to make the process even faster and more comfortable. Benefit from UltraSearch Professional with its Ribbon surface, quick-access to convenience functions, PDF and Excel-export, the Query Composer and many more exclusive features and let us maximize your user experience!


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 3

**Who Is the Company Behind Ultra Search Professional?**

- **Seller:** [JAM Software](https://www.g2.com/sellers/jam-software-2c147eff-2b71-4301-8df3-d720d6ddea14)
- **Year Founded:** 1998
- **HQ Location:** Trier, DE
- **LinkedIn® Page:** https://www.linkedin.com/company/jam-software-gmbh/ (34 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 67% Small-Business, 33% Mid-Market


### 5. [Wuha](https://www.g2.com/products/wuha/reviews)
  Private search engine that helps businesses using multiple applications to connect and manage business data via a single platform.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 3
**How Do G2 Users Rate Wuha?**

- **Highlighting:** 7.5/10 (Category avg: 8.4/10)
- **Quality of Support:** 8.3/10 (Category avg: 8.9/10)
- **Natural Language:** 5.8/10 (Category avg: 8.7/10)
- **File Types:** 7.5/10 (Category avg: 8.5/10)

**Who Is the Company Behind Wuha?**

- **Seller:** [Wuha](https://www.g2.com/sellers/wuha)
- **Year Founded:** 2015
- **HQ Location:** Lyon, FR
- **LinkedIn® Page:** https://www.linkedin.com/company/wuha (4 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 67% Small-Business, 33% Mid-Market


### 6. [Yippy Enterprise Search](https://www.g2.com/products/yippy-enterprise-search/reviews)
  Yippy's Enterprise Search Technology Deliver Business Critical Information Knowing what data exists and where is the first step to a secure enterprise.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 3
**How Do G2 Users Rate Yippy Enterprise Search?**

- **Highlighting:** 9.2/10 (Category avg: 8.4/10)
- **Quality of Support:** 8.3/10 (Category avg: 8.9/10)
- **Natural Language:** 9.2/10 (Category avg: 8.7/10)
- **File Types:** 9.2/10 (Category avg: 8.5/10)

**Who Is the Company Behind Yippy Enterprise Search?**

- **Seller:** [Yippy](https://www.g2.com/sellers/yippy)
- **Year Founded:** 2009
- **HQ Location:** Marco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/941762 (11 employees on LinkedIn®)
- **Ownership:** OTC: YIPI

**Who Uses This Product?**
  - **Company Size:** 33% Enterprise, 33% Mid-Market


### 7. [Activeloop](https://www.g2.com/products/activeloop/reviews)
  Activeloop is an AI-powered data search and analysis solution that helps users process, index, and retrieve information from unstructured content such as text, images, audio, and video. It is designed for individuals and teams who need to access knowledge stored across multiple formats without the manual effort of converting, tagging, or transcribing files. Activeloop uses multimodal AI models to understand the meaning of data, making it possible to find and connect related information regardless of its original format. The platform is suitable for a wide range of audiences, including students, educators, business analysts, legal teams, researchers, content creators, and customer support teams. By unifying data from multiple sources, Activeloop enables faster decision-making, improved productivity, and more complete answers to information requests. Key capabilities include: • Multimodal search across formats: Search and retrieve information from text documents, scanned PDFs, images, video, and audio in a single query. • Automated data indexing and processing: AI processes files upon upload, creating searchable representations without manual tagging or conversion. • Fast, accurate results: Delivers relevant answers quickly, even when searching across hundreds of files. • Cross-format understanding: Links related concepts between different media types, such as matching a spoken phrase in a video to a chart in a PDF. • Broad applicability: Adapts to various professional and academic use cases without requiring industry-specific customization. With Activeloop, users can ask questions in natural language and receive consolidated results that may include text excerpts, image references, and video timestamps. This approach ensures that no valuable information is overlooked due to being stored in a non-text format, reducing time spent searching and improving overall information accessibility.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 2
**How Do G2 Users Rate Activeloop?**

- **Quality of Support:** 10.0/10 (Category avg: 8.9/10)
- **Natural Language:** 10.0/10 (Category avg: 8.7/10)
- **File Types:** 10.0/10 (Category avg: 8.5/10)

**Who Is the Company Behind Activeloop?**

- **Seller:** [Activeloop](https://www.g2.com/sellers/activeloop)
- **Year Founded:** 2018
- **HQ Location:** Mountain View, US
- **LinkedIn® Page:** https://www.linkedin.com/company/activeloop (34 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Small-Business


#### What Are Activeloop's Pros and Cons?

**Pros:**

- Ease of Use (2 reviews)
- Efficiency (2 reviews)
- Time-saving (2 reviews)
- Data Management (1 reviews)
- Filtering Options (1 reviews)


### 8. [Asktro](https://www.g2.com/products/asktro/reviews)
  Asktro provides a powerful search and AI assistant for static documentation. Integrate in a few lines of code to unlock natural language similarity search and AI responses based on your documentation. Unlock an entirely new user experience and allow your documentation readers to find their answer faster.


  **Average Rating:** 2.8/5.0
  **Total Reviews:** 2
**How Do G2 Users Rate Asktro?**

- **Highlighting:** 8.3/10 (Category avg: 8.4/10)
- **Quality of Support:** 4.2/10 (Category avg: 8.9/10)
- **Natural Language:** 6.7/10 (Category avg: 8.7/10)
- **File Types:** 1.7/10 (Category avg: 8.5/10)

**Who Is the Company Behind Asktro?**

- **Seller:** [Asktro](https://www.g2.com/sellers/asktro)
- **HQ Location:** N/A
- **Twitter:** @asktro_ (8 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Small-Business


### 9. [EnhanceDocs](https://www.g2.com/products/enhancedocs/reviews)
  EnhanceDocs is an Open-source AI-powered search engine specifically designed for your documentation. EnhanceDocs provided natural language search for your documentation Integrate with pre-built components on site docs, discord server, slack or teams.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 2
**How Do G2 Users Rate EnhanceDocs?**

- **Highlighting:** 10.0/10 (Category avg: 8.4/10)
- **Quality of Support:** 10.0/10 (Category avg: 8.9/10)
- **Natural Language:** 10.0/10 (Category avg: 8.7/10)
- **File Types:** 10.0/10 (Category avg: 8.5/10)

**Who Is the Company Behind EnhanceDocs?**

- **Seller:** [EnhanceDocs](https://www.g2.com/sellers/enhancedocs)
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://linkedin.com/company/enhancedocs (1 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Small-Business


### 10. [Flaps](https://www.g2.com/products/flaps/reviews)
  Flaps is an end-to-end and easy-to-use API, able to process any kind of data, to supercharge applications with an AI-powered search engine. Flaps is an AI-Search as a Service API. Open SDK to let developers build their own front-end or integrate Flaps to any application.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 2
**How Do G2 Users Rate Flaps?**

- **Highlighting:** 8.3/10 (Category avg: 8.4/10)
- **Quality of Support:** 9.2/10 (Category avg: 8.9/10)
- **Natural Language:** 9.2/10 (Category avg: 8.7/10)
- **File Types:** 7.5/10 (Category avg: 8.5/10)

**Who Is the Company Behind Flaps?**

- **Seller:** [Flaps](https://www.g2.com/sellers/flaps)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Enterprise, 50% Mid-Market


### 11. [FUSE Search](https://www.g2.com/products/fuse-search/reviews)
  Your content isn't on just one platform. FUSE is built for organizations that have knowledge spread over multiple data repositories, social media, and cloud sources that need an effective way for their content to be discovered no matter where it lives. FUSE does for content (content visualizations) as BI does for data (dashboards).


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 2
**How Do G2 Users Rate FUSE Search?**

- **Quality of Support:** 10.0/10 (Category avg: 8.9/10)

**Who Is the Company Behind FUSE Search?**

- **Seller:** [FUSE Search](https://www.g2.com/sellers/fuse-search)
- **Year Founded:** 2017
- **HQ Location:** Washington , US
- **Twitter:** @GetFuseSearch (42 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/fuse-search (6 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Small-Business


### 12. [Kapture](https://www.g2.com/products/kapture/reviews)
  Kapture is an Enterprise AI Operating System built to help organizations design, deploy & scale Agentic AI across business functions. Unlike traditional AI tools that assist users, Kapture enables enterprises to operationalize autonomous AI agents that can reason, make decisions & execute actions across systems. The platform brings together Agentic AI, industry-specific agents, department-level automation & AI-driven customer operations into a unified architecture, allowing enterprises to move from fragmented automation to fully orchestrated AI-driven execution. At the core of Kapture is its Agent Builder, which enables teams to create and deploy task-specific and domain-aware AI agents tailored to different industries and departments. Organizations can build industry-specific agents (for BFSI, retail, healthcare, utilities, etc.) as well as departmental agents across customer support, operations, sales, finance & IT. These agents are capable of handling complex, multi-step workflows - ranging from resolving customer issues and processing requests to driving internal decision-making and operational tasks. Kapture’s architecture is designed for multi-agent orchestration, where agents don’t work in isolation but collaborate through Agent-to-Agent communication. This allows multiple AI agents to share context, delegate tasks & collectively execute complex workflows across enterprise systems - reducing manual intervention and significantly accelerating outcomes. Whether it’s customer support resolution, internal process automation, or cross-functional workflows, Kapture enables coordinated intelligence at scale. The platform also supports Bring Your Own Cloud (BYOC) and Bring Your Own Model (BYOM), giving enterprises complete flexibility and control over their AI infrastructure and models. Organizations can deploy Kapture within their own cloud environments while leveraging preferred LLMs or proprietary models, ensuring compliance, data security & governance aligned with enterprise standards. This flexibility makes Kapture highly adaptable to regulated industries and complex IT ecosystems. Beyond automation, Kapture enhances enterprise operations with AI-driven customer experience and contact center transformation. AI agents assist human teams in real time, automate case management, orchestrate workflows & deliver faster, more accurate resolutions. These agents can proactively handle customer interactions, support human agents with contextual intelligence & continuously learn from enterprise data to improve performance over time. While Kapture includes intelligent enterprise search and knowledge access, these capabilities act as an enabler within a broader Agentic AI system - powering agents with the context they need to make decisions and execute tasks effectively. This shifts the role of knowledge from passive retrieval to active intelligence driving automation and outcomes. By combining Agentic AI, multi-agent collaboration, industry & department-specific agents, BYOC/BYOM flexibility & AI-driven operations, Kapture enables enterprises to move beyond isolated AI use cases and build a scalable, secure & outcome-driven AI ecosystem - delivering measurable improvements in efficiency, productivity & customer experience.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 3
**How Do G2 Users Rate Kapture?**

- **Quality of Support:** 7.5/10 (Category avg: 8.9/10)

**Who Is the Company Behind Kapture?**

- **Seller:** [UnfoldLabs](https://www.g2.com/sellers/unfoldlabs)
- **Year Founded:** 2015
- **HQ Location:** San Diego, US
- **LinkedIn® Page:** https://www.linkedin.com/company/unfoldlabs/ (8 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 67% Mid-Market, 33% Small-Business


#### What Are Kapture's Pros and Cons?

**Pros:**

- Ease of Use (1 reviews)
- Easy Creation (1 reviews)
- Easy Integrations (1 reviews)
- Easy Setup (1 reviews)

**Cons:**

- Slow Performance (1 reviews)

### 13. [Loop54](https://www.g2.com/products/loop54/reviews)
  Loop54s E-commerce site search and personalisation is powered by proprietary AI. Loop54 AI personalises your site search and category navigation, so each visitor experiences relevant results. While most personalisation tools require months of data collection, Loop54 uses small sets of data to do the work of thousands of rules. Letting you automatically personalise the user experience, fast. Site-search Turn your search box into a helpful sales associate – without the overbearing hovering. - Predictive personalisation - Autocomplete - Learning new words - Spellcheck - Automated ranking & sorting - Content search - Dynamic faceting - Related results Our search increases AOV and conversion rate by 30% on average. Some customers we work with are Not On The High Street, Webhallen, Office Depot among others.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 18
**How Do G2 Users Rate Loop54?**

- **Highlighting:** 6.7/10 (Category avg: 8.4/10)
- **Quality of Support:** 9.5/10 (Category avg: 8.9/10)
- **Natural Language:** 6.7/10 (Category avg: 8.7/10)
- **File Types:** 3.3/10 (Category avg: 8.5/10)

**Who Is the Company Behind Loop54?**

- **Seller:** [Loop54](https://www.g2.com/sellers/loop54)
- **Year Founded:** 2010
- **HQ Location:** Sweden
- **Twitter:** @loopfiftyfour (491 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Retail
  - **Company Size:** 56% Mid-Market, 39% Small-Business


### 14. [LupaSearch](https://www.g2.com/products/lupasearch/reviews)
  LupaSearch – AI-Powered eCommerce Search & Discovery About LupaSearch: Headquartered in Europe and founded by a team of veteran search engineers and data scientists, LupaSearch is a fast-growing technology company dedicated to solving the complexities of eCommerce findability. We specialize in serving mid-to-enterprise level online retailers who manage large, complex catalogs. Our mission is to bridge the gap between human intent and machine results, helping businesses globally turn their site search into a high-performing sales assistant. Key Features & Functionality: LupaSearch offers a sophisticated Hybrid Search Engine that combines vector-based semantic search with advanced keyword matching and Large Language Models (LLMs). This ensures the platform understands the "why" behind a query, handling typos, long-tail searches, and multilingual nuances with ease. Key functionalities include AI-driven personalization, dynamic faceted navigation that adapts to search context, and automated product recommendations. Designed for developers and business users alike, our seamless API allows for custom ranking based on business priorities like margins, stock levels, or active promotions. Primary Value & Problem Solved We solve the "zero-results" problem and eliminate the friction that causes high-intent customers to bounce. By providing highly relevant, personalized results in milliseconds, LupaSearch significantly boosts search conversion rates (CR) and revenue per session. We turn site search from a basic utility into a strategic revenue-driving channel, giving eCommerce teams the data-driven insights they need to understand customer demand and optimize their assortment.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 25
**How Do G2 Users Rate LupaSearch?**

- **Quality of Support:** 10.0/10 (Category avg: 8.9/10)

**Who Is the Company Behind LupaSearch?**

- **Seller:** [LupaSearch](https://www.g2.com/sellers/lupasearch)
- **Company Website:** https://www.lupasearch.com
- **Year Founded:** 2021
- **HQ Location:** Kaunas, LT
- **Twitter:** @LupaSearch (6 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/lupasearch/?originalSubdomain=lt (9 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Retail
  - **Company Size:** 46% Mid-Market, 38% Small-Business


#### What Are LupaSearch's Pros and Cons?

**Pros:**

- Customer Support (18 reviews)
- Easy Integrations (9 reviews)
- Search Technology (9 reviews)
- Speed (9 reviews)
- Ease of Use (8 reviews)

**Cons:**

- Improvement Needed (6 reviews)
- Difficult Learning (5 reviews)
- High Learning Curve (5 reviews)
- Poor UI (5 reviews)
- User Difficulty (4 reviews)

### 15. [PowerGREP](https://www.g2.com/products/powergrep/reviews)
  PowerGREP is a robust Windows-based grep tool designed to efficiently search, edit, and analyze large volumes of files across your PC or network. It supports a wide array of file types, including text and binary files, compressed archives, MS Word documents, Excel spreadsheets, PDF files, and OpenOffice files. By utilizing powerful regular expressions, PowerGREP allows users to define complex search patterns, facilitating precise information retrieval and comprehensive file management tasks. Key Features and Functionality: - Advanced Search Capabilities: Quickly locate files and specific information across your system or network using regular expressions, enabling searches based on patterns rather than exact text matches. - Batch Editing and Redaction: Perform search-and-replace operations across multiple files simultaneously, streamlining the maintenance of websites, source code, reports, and other documents. - Data Extraction and Analysis: Extract valuable insights and statistics from log files and extensive datasets, aiding in data analysis and reporting. - File Manipulation: Split, merge, and reorganize logs and datasets to suit specific requirements, enhancing data management flexibility. - Comprehensive Undo History: Maintain a permanent undo history to safely revert any changes made during search or editing operations, ensuring data integrity. - Built-in Text and Hex Editor: Edit text and binary files directly within PowerGREP, eliminating the need for external editors and streamlining workflow. Primary Value and User Solutions: PowerGREP serves as a versatile tool for knowledge workers, IT professionals, and data analysts by simplifying complex search and editing tasks across diverse file formats. It addresses the challenges of managing large datasets, automating repetitive editing tasks, and extracting meaningful information from extensive logs and documents. By offering a user-friendly interface combined with powerful functionalities, PowerGREP enhances productivity, ensures data accuracy, and provides a reliable solution for comprehensive file management needs.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 2
**How Do G2 Users Rate PowerGREP?**

- **Highlighting:** 8.3/10 (Category avg: 8.4/10)
- **Quality of Support:** 9.2/10 (Category avg: 8.9/10)
- **Natural Language:** 9.2/10 (Category avg: 8.7/10)
- **File Types:** 8.3/10 (Category avg: 8.5/10)

**Who Is the Company Behind PowerGREP?**

- **Seller:** [Zema Global Data Corporation](https://www.g2.com/sellers/zema-global-data-corporation)
- **Year Founded:** 1995
- **HQ Location:** Englewood, Colorado, United States
- **LinkedIn® Page:** https://www.linkedin.com/company/zemaglobal (312 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Small-Business


### 16. [Vectara](https://www.g2.com/products/vectara/reviews)
  Vectara is an LLM-powered conversational search and knowledge discovery platform which allows businesses to have intelligent conversations over their own data (think ChatGPT but for your data). Developer-first, the platform provides a simple API and gives developers access to cutting-edge NLU (natural language understanding) technology with industry-leading relevance. With Vectara’s “Grounded Generation,” businesses can quickly, safely, and affordably integrate best-in-class semantic search and question-answering into their application, knowledge base, site, chatbot, or support helpdesk. Features like “Instant Indexing,” “Cross Attentional Neural Re-ranking,” and “Abstractive Summarization'' ensure the latest information is always accessible and only the most relevant answers are presented to the user. Furthermore, results are summarized in natural language with citations provided, enabling users to understand and trust the veracity of answers. Because Vectara only indexes your own business data, the risk of hallucination is all but eliminated, i.e. the answers generated are grounded in factual truth - customer data, which is transferred and stored in encrypted form, is never used to train Vectara models. Web and application developers can sign up at no cost, with generous data limits, to easily add semantic search capabilities to their applications. Vectara’s powerful end-to-end platform is self-optimizing and easily consumed via simple APIs, getting businesses up and running in just a few minutes and without requiring the addition of any specialized engineers or infrastructure. Getting your data indexed is equally simple, thanks to support for all the standard document types and data formats found in the enterprise. Visit Vectara.com for more information.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 2
**How Do G2 Users Rate Vectara?**

- **Highlighting:** 6.7/10 (Category avg: 8.4/10)
- **Quality of Support:** 9.2/10 (Category avg: 8.9/10)
- **Natural Language:** 8.3/10 (Category avg: 8.7/10)
- **File Types:** 9.2/10 (Category avg: 8.5/10)

**Who Is the Company Behind Vectara?**

- **Seller:** [Vectara](https://www.g2.com/sellers/vectara)
- **Year Founded:** 2022
- **HQ Location:** Palo Alto California ,United States
- **LinkedIn® Page:** https://www.linkedin.com/company/vectara (73 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Enterprise, 50% Mid-Market


### 17. [3RDi Search](https://www.g2.com/products/3rdi-search/reviews)
  3RDi provides answers to every challenge you face from managing and exploiting unstructured content to deriving deeper actionable insights for boosting your business. It is a powerful and scalable platform which combines lightning fast search with context sensitive semantic enrichment, multidimensional information analysis and easy search relevancy management. It helps you take action, boost revenues and cut costs!


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 1
**How Do G2 Users Rate 3RDi Search?**

- **Quality of Support:** 10.0/10 (Category avg: 8.9/10)

**Who Is the Company Behind 3RDi Search?**

- **Seller:** [The Digital Group](https://www.g2.com/sellers/the-digital-group)
- **Year Founded:** 1999
- **HQ Location:** Princeton, US
- **LinkedIn® Page:** http://www.linkedin.com/company/thedigitalgroupinc (499 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Mid-Market


### 18. [ActionSync](https://www.g2.com/products/actionsync-actionsync/reviews)
  Action Sync — Turn Work Into Action, Instantly Action Sync is an enterprise AI and an industry-grade Action Intelligence platform that connects your work tools, understands context across conversations, documents, meetings, and tasks. Thus, helps teams move from information to execution, faster. Unlike traditional enterprise search or AI chatbots that only retrieve data, Action Sync understands intent, tracks decisions, and surfaces what needs to be done next, in real time. What Action Sync Does? Action Sync unifies knowledge across tools like Slack, Google Workspace, Notion, Jira, CRMs, meeting platforms, and more. So teams don’t waste time searching, switching tabs, or manually following up. It brings together an enterprise AI assistant, enterprise search, and knowledge management with built-in IR and user control. This helps teams move from information to execution with confidence. It acts as an intelligent layer on top of your existing stack, delivering: ✓ Instant answers with full context ✓ Clear summaries of conversations and decisions ✓ Automatically identified next actions and ownership ✓ Proactive insights instead of reactive search The tool is built for execution, and not just answers (or information retrieval). Most AI tools stop at responses. Action Sync goes further by: ✓ Connecting fragmented data across teams and tools ✓ Understanding ongoing work, not just static documents ✓ Highlighting blockers, missed follow-ups, and pending actions ✓ Helping teams align, decide, and execute with confidence ActionSync AI is enterprise-ready by design, and offers: ✓ Secure, private deployments (your data stays yours) ✓ Role-based access and permissions ✓ Scales across teams, functions, and organizations ✓ Designed for fast adoption with minimal change management ✓ No per-seat penalties, i.e., value-based pricing that scales with outcomes, not headcount Who Uses Action Sync? ✓ Leadership & CXOs for clarity on decisions and execution ✓ Product, Marketing, Sales, and Ops teams to stay aligned ✓ Knowledge-heavy organizations tired of search fatigue Key Benefits of using ActionSync: ✓ Reduce time spent searching for information ✓ Eliminate context switching across tools ✓ Improve decision speed and follow-through ✓ Increase team alignment and accountability Overall, Action Sync is not another AI chatbot. It’s the invisible intelligence layer that turns work into action. Powered by robust AI and strict user control, Action Sync ensures the right people see the right information at the right time. Leaders gain visibility into execution, teams stay aligned, and critical work no longer falls through the cracks. The outcome: better decisions, stronger accountability, and consistent execution at scale. What's the advantage? While others add more tools, Action Sync AI removes friction. While others promise insights, Action Sync AI delivers decisions. This is an AI built for execution, not experimentation.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 1
**How Do G2 Users Rate ActionSync?**

- **Quality of Support:** 10.0/10 (Category avg: 8.9/10)
- **Natural Language:** 10.0/10 (Category avg: 8.7/10)
- **File Types:** 10.0/10 (Category avg: 8.5/10)

**Who Is the Company Behind ActionSync?**

- **Seller:** [ActionSync](https://www.g2.com/sellers/actionsync)
- **Year Founded:** 2024
- **HQ Location:** New Delhi, IN
- **LinkedIn® Page:** https://www.linkedin.com/company/actionsync (2 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Small-Business


#### What Are ActionSync's Pros and Cons?

**Pros:**

- AI Features (1 reviews)
- Analytics (1 reviews)
- Collaboration (1 reviews)
- Data Organization (1 reviews)
- Ease of Use (1 reviews)

**Cons:**

- Complex Setup (1 reviews)

### 19. [APARAVI, Data Intelligence & Automation Platform](https://www.g2.com/products/aparavi-aparavi-data-intelligence-automation-platform/reviews)
  Aparavi is THE Data Intelligence and Automation Platform. We help organizations find and unlock the value of data no matter where it lives to mitigate risk, reduce costs and exploit new value from their data. Our SaaS-based platform finds, automates, governs, and consolidates distributed data. We ensure secure access for modern data demands of analytics, machine learning, and collaboration. Aparavi connects business and IT to transform data into a competitive asset.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 2
**How Do G2 Users Rate APARAVI, Data Intelligence & Automation Platform?**

- **Highlighting:** 6.7/10 (Category avg: 8.4/10)
- **Quality of Support:** 10.0/10 (Category avg: 8.9/10)
- **Natural Language:** 8.3/10 (Category avg: 8.7/10)
- **File Types:** 8.3/10 (Category avg: 8.5/10)

**Who Is the Company Behind APARAVI, Data Intelligence & Automation Platform?**

- **Seller:** [APARAVI](https://www.g2.com/sellers/aparavi)
- **Year Founded:** 2018
- **HQ Location:** Zug, CH
- **LinkedIn® Page:** https://www.linkedin.com/company/aparavi-software-corp (65 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Enterprise, 50% Mid-Market


#### What Are APARAVI, Data Intelligence & Automation Platform's Pros and Cons?

**Pros:**

- Ease of Use (1 reviews)
- Easy Navigation (1 reviews)
- Intuitive (1 reviews)
- Unified Platform (1 reviews)


### 20. [Astersoft](https://www.g2.com/products/astersoft/reviews)
  GeneralKB provides many easy ways to capture and store information. It is also a powerful information organizer, notes manager and PIM to help you keep track of your data and provide fast retrieval.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 1
**How Do G2 Users Rate Astersoft?**

- **Highlighting:** 8.3/10 (Category avg: 8.4/10)
- **Quality of Support:** 6.7/10 (Category avg: 8.9/10)
- **Natural Language:** 6.7/10 (Category avg: 8.7/10)
- **File Types:** 8.3/10 (Category avg: 8.5/10)

**Who Is the Company Behind Astersoft?**

- **Seller:** [Astersoft](https://www.g2.com/sellers/astersoft-375d7cde-9d31-4396-bc15-df26133e88f3)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Enterprise


### 21. [bee4sense](https://www.g2.com/products/bee4sense/reviews)
  No matter the source, bee4sense evaluates user context (data security, purpose of consultation, business criticality) to provide performant access to relevant data.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 1
**How Do G2 Users Rate bee4sense?**

- **Highlighting:** 8.3/10 (Category avg: 8.4/10)
- **Quality of Support:** 10.0/10 (Category avg: 8.9/10)
- **Natural Language:** 10.0/10 (Category avg: 8.7/10)
- **File Types:** 8.3/10 (Category avg: 8.5/10)

**Who Is the Company Behind bee4sense?**

- **Seller:** [OppScience](https://www.g2.com/sellers/oppscience)
- **Year Founded:** 2018
- **HQ Location:** Paris, FR
- **LinkedIn® Page:** https://www.linkedin.com/company/oppscience/ (56 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Enterprise


### 22. [Blur ST](https://www.g2.com/products/blur-st/reviews)
  Blur ST is an enterprise search and discovery platform developed by Data Intelligence Technologies, Inc., designed to handle large-scale data environments. It enables organizations to efficiently search, analyze, and visualize vast amounts of data, facilitating informed decision-making and enhanced operational efficiency. Key Features and Functionality: - Comprehensive Data Search: Provides robust search capabilities across diverse data sources, ensuring quick and relevant results. - Advanced Data Analytics: Offers tools for in-depth analysis, allowing users to uncover patterns and insights within their data. - Data Visualization: Includes visualization features that present complex data in an understandable and actionable format. - Scalability: Designed to scale with organizational growth, accommodating increasing data volumes without compromising performance. Primary Value and Problem Solved: Blur ST addresses the challenge of managing and extracting value from large and complex datasets. By integrating search, analytics, and visualization into a single platform, it empowers users to make data-driven decisions efficiently. This integration reduces the time and resources spent on data management, enhances productivity, and supports strategic initiatives by providing clear insights from extensive data collections.


  **Average Rating:** 4.0/5.0
  **Total Reviews:** 1
**How Do G2 Users Rate Blur ST?**

- **Highlighting:** 5.0/10 (Category avg: 8.4/10)
- **Quality of Support:** 6.7/10 (Category avg: 8.9/10)
- **Natural Language:** 10.0/10 (Category avg: 8.7/10)
- **File Types:** 10.0/10 (Category avg: 8.5/10)

**Who Is the Company Behind Blur ST?**

- **Seller:** [Data Intelligence Technologies](https://www.g2.com/sellers/data-intelligence-technologies)
- **Year Founded:** 2005
- **HQ Location:** Marlton, US
- **LinkedIn® Page:** https://www.linkedin.com/company/data-intelligence-llc/ (104 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Mid-Market


### 23. [Copernic Search Server](https://www.g2.com/products/copernic-search-server/reviews)
  Copernic Search Server is an enterprise search engine running on a Windows Server or PC.


  **Average Rating:** 3.5/5.0
  **Total Reviews:** 1

**Who Is the Company Behind Copernic Search Server?**

- **Seller:** [Copernic](https://www.g2.com/sellers/copernic)
- **Year Founded:** 1996
- **HQ Location:** Quebec City, CA
- **Twitter:** @Copernic (1,204 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/21448/ (23 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Small-Business


### 24. [Datafari](https://www.g2.com/products/datafari/reviews)
  Datafari is an open source Enteprise Search Solution. It is able to crawl and index all the documents and data that are important for an enterprise. Datafari is both multisource (Fileshares, DBs, websites, Documentum, Alfresco, Sharepoint ...) and multiformats (pdf, MS Office, zip, images...). It can connect to 3rd party IA systems to enrich the unstructured data with Entity Extraction services. It provides analytics dashboards, for both the user search behaviors and the indexed data corpus.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 1

**Who Is the Company Behind Datafari?**

- **Seller:** [France Labs](https://www.g2.com/sellers/france-labs)
- **Year Founded:** 2011
- **HQ Location:** Cagnes-sur-Mer, FR
- **Twitter:** @francelabs (350 Twitter followers)
- **LinkedIn® Page:** http://www.linkedin.com/company/france-labs (5 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Enterprise


### 25. [DataFinder Server](https://www.g2.com/products/datafinder-server/reviews)
  DataFinder Server helps you search and manage your team's measurement data regardless of location or file type with automated data standardization and an automatically built, searchable index that anyone can use to find the data they need.


  **Average Rating:** 4.0/5.0
  **Total Reviews:** 1
**How Do G2 Users Rate DataFinder Server?**

- **Highlighting:** 8.3/10 (Category avg: 8.4/10)
- **Quality of Support:** 10.0/10 (Category avg: 8.9/10)
- **Natural Language:** 6.7/10 (Category avg: 8.7/10)
- **File Types:** 8.3/10 (Category avg: 8.5/10)

**Who Is the Company Behind DataFinder Server?**

- **Seller:** [NI](https://www.g2.com/sellers/ni)
- **Year Founded:** 1976
- **HQ Location:** Austin, TX
- **Twitter:** @NIglobal (26,236 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/3433 (7,996 employees on LinkedIn®)
- **Ownership:** NASDAQ: NATI

**Who Uses This Product?**
  - **Company Size:** 100% Enterprise



    ## 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.