# Best Enterprise Search Software - Page 8

## How Many Enterprise Search Software Products Does G2 Track?

**Total Products under this Category:** 209

### Category Stats (Aug 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: August 05, 2026_

## How Does G2 Rank Enterprise Search Software Products?

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

- 30 Analysts and Data Experts
- 80,700+ 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=8313&focus%5B%5D=52450&focus%5B%5D=1177607&focus%5B%5D=39661&focus%5B%5D=25675)

Highlighted products: Slack, Notion, Guru, Elasticsearch, Google Cloud Dialogflow, Glean, AlphaSense, and ClickUp.

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=elastic-elasticsearch&focus%5B%5D=google-cloud-dialogflow&focus%5B%5D=glean-technologies-glean&focus%5B%5D=alphasense&focus%5B%5D=clickup)

**Sponsored**

### KNIME

KNIME helps everybody make sense of data. Its free and open source KNIME Analytics Platform enables anyone — whether they come from a business, technical or data background — to intuitively work with data, every day. KNIME Business Hub is the commercial complement to KNIME Analytics Platform and enables users to collaborate on data science and share insights across the organization. Together, the products support the complete data science lifecycle, allowing teams at all levels of analytics readiness to support the operationalization of data and to build a scalable data science practice.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=100&secure%5Bchosen_at%5D=2026-08-14T17%3A36%3A33Z&secure%5Bdisplayable_resource_id%5D=620&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=16291&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=16291&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%3FhsCtaTracking%3Da720baa5-aff7-4280-9352-b0a79407636f%257C2afc93b9-2b41-4666-99eb-50962df3ef0c%26locale%3Dde%26page%3D8&secure%5Btoken%5D=744c86c85e0049be01b6392a2b3214875a526b05ad49b236fe132e1d12b72943&secure%5Burl%5D=https%3A%2F%2Fwww.knime.com%2Flp%2Fdemo%3Futm_medium%3D3rd-party%26utm_source%3DG2%26utm_campaign%3Dbrand%26utm_term%3Dpaid%26utm_content%3D&secure%5Burl_type%5D=custom_url)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=590aabf4900ccc67ae1a4d74aeed6e8c55a6a233639b077ce5217e43b014c39a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fjam-software-gmbh%2F&secure%5Burl_type%5D=linkedin_company_website)  
32 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Small, 33% Medium

#### What Are Recent G2 Reviews of Ultra Search Professional?

**["Easy Tool To Search My PC"](https://www.g2.com/survey_responses/ultra-search-professional-review-5196063)**

**Rating:** 4.5/5.0 stars

_— Ghazal Z._

[Read full review](https://www.g2.com/survey_responses/ultra-search-professional-review-5196063)

**["Best Search Tool That I Found"](https://www.g2.com/survey_responses/ultra-search-professional-review-5185345)**

**Rating:** 4.5/5.0 stars

_— Verified User in Graphic Design_

[Read full review](https://www.g2.com/survey_responses/ultra-search-professional-review-5185345)

#### What Are G2 Users Discussing About Ultra Search Professional?

- [What is Ultra Search Professional used for?](https://www.g2.com/discussions/what-is-ultra-search-professional-used-for)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3edb8f5237fa0d7ec327a80b0b4f95f3f538c73dfe9bd3408b90a99e2175b5e7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwuha&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Small, 33% Medium

#### What Are Recent G2 Reviews of Wuha?

**["newest time saver search platform"](https://www.g2.com/survey_responses/wuha-review-9099418)**

**Rating:** 4.0/5.0 stars

_— lavi s._

[Read full review](https://www.g2.com/survey_responses/wuha-review-9099418)

**["A great search assistant"](https://www.g2.com/survey_responses/wuha-review-8720058)**

**Rating:** 4.5/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/wuha-review-8720058)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=72c13e9cd28271c13c0f669b414d6c7f0523e037dff40a8ddbba84fc0ef6813f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F941762&secure%5Burl_type%5D=linkedin_company_website)  
11 employees on LinkedIn®
- **Ownership:** OTC: YIPI

#### Who Uses This Product?

- **Company Size:** 33% Medium, 33% Large

#### What Are Recent G2 Reviews of Yippy Enterprise Search?

**["a powerful business search solution that offers an exceptional user experience"](https://www.g2.com/survey_responses/yippy-enterprise-search-review-8737953)**

**Rating:** 4.5/5.0 stars

_— Anschaire Gildas N._

[Read full review](https://www.g2.com/survey_responses/yippy-enterprise-search-review-8737953)

**["One of the most helpful benificial and best time saving search engine"](https://www.g2.com/survey_responses/yippy-enterprise-search-review-8743053)**

**Rating:** 5.0/5.0 stars

_— Rasika S._

[Read full review](https://www.g2.com/survey_responses/yippy-enterprise-search-review-8743053)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=23ed634e124eaba4bdaa0cd7512a4ec3f60e24ca0f3bad4a04aa3e8ba9066a6c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Factiveloop&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Do G2 Reviewers Say About Activeloop?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Activeloop to be **incredibly easy to use** , streamlining data handling and enhancing productivity significantly.
- Users value the **efficiency** of Activeloop for quickly extracting and analyzing data from various file formats.
- Users highlight the **time-saving features** of Activeloop, streamlining data processing and analysis significantly.
- Users value Activeloop for its **efficient data management** , enabling quick access to insights from various document types.
- Users value the **versatile filtering options** of Activeloop, streamlining data analysis and saving valuable time.

#### What Are Recent G2 Reviews of Activeloop?

**["Made my research so much faster"](https://www.g2.com/survey_responses/activeloop-review-11638677)**

**Rating:** 5.0/5.0 stars

_— Anna S._

[Read full review](https://www.g2.com/survey_responses/activeloop-review-11638677)

**["Fast data extraction and reliable analytics"](https://www.g2.com/survey_responses/activeloop-review-11882905)**

**Rating:** 5.0/5.0 stars

_— Mary H._

[Read full review](https://www.g2.com/survey_responses/activeloop-review-11882905)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Asktro?

**["Static document assistant"](https://www.g2.com/survey_responses/asktro-review-9497296)**

**Rating:** 4.0/5.0 stars

_— Sagar K._

[Read full review](https://www.g2.com/survey_responses/asktro-review-9497296)

### [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:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0da000865bc45f72df74e95b2d9fa3eb0171723e90a4ec74c24fa2fa9b6b599a&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Fenhancedocs&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of EnhanceDocs?

**["Instant acess!"](https://www.g2.com/survey_responses/enhancedocs-review-10167886)**

**Rating:** 4.5/5.0 stars

_— dianelys H._

[Read full review](https://www.g2.com/survey_responses/enhancedocs-review-10167886)

**["The best tool for automatically updating documents."](https://www.g2.com/survey_responses/enhancedocs-review-9153474)**

**Rating:** 4.5/5.0 stars

_— Verified User in Financial Services_

[Read full review](https://www.g2.com/survey_responses/enhancedocs-review-9153474)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Medium, 50% Large

#### What Are Recent G2 Reviews of Flaps?

**["Flaps:The Simple,Safe &Efficient Technology."](https://www.g2.com/survey_responses/flaps-review-8488172)**

**Rating:** 4.0/5.0 stars

_— HIMANSHU R._

[Read full review](https://www.g2.com/survey_responses/flaps-review-8488172)

**["Flaps"](https://www.g2.com/survey_responses/flaps-review-8365155)**

**Rating:** 4.5/5.0 stars

_— Verified User in Telecommunications_

[Read full review](https://www.g2.com/survey_responses/flaps-review-8365155)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9a33633357cdd2c1ac50e8826a01b92ae118e228932b7c17c5a05776863021be&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffuse-search&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of FUSE Search?

**["A Gamechanger for associations with content across several platforms"](https://www.g2.com/survey_responses/fuse-search-review-4598679)**

**Rating:** 5.0/5.0 stars

_— Terri H._

[Read full review](https://www.g2.com/survey_responses/fuse-search-review-4598679)

**["Fuse helps our users find what they are looking for"](https://www.g2.com/survey_responses/fuse-search-review-4596815)**

**Rating:** 5.0/5.0 stars

_— David T._

[Read full review](https://www.g2.com/survey_responses/fuse-search-review-4596815)

#### What Are G2 Users Discussing About FUSE Search?

- [What is FUSE Search used for?](https://www.g2.com/discussions/what-is-fuse-search-used-for)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e27ddc5d125572e64523ec77d8d50b8b19890f4b471b4044f7632912f26fecdc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Funfoldlabs%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Small

#### What Do G2 Reviewers Say About Kapture?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Kapture, making customer support and communication seamless and efficient.
- Users find Kapture's **easy creation** of tickets immensely beneficial for efficient customer support and communication.
- Users find the **easy integrations** of Kapture beneficial for seamless mapping and communication across teams.
- Users find the **easy setup** of Kapture beneficial for seamless integration and efficient customer support.

##### Cons

- Users experience occasional **slow performance** during navigation, affecting the overall efficiency of Kapture.

#### What Are Recent G2 Reviews of Kapture?

**["Kapture - Best Knowledge Management Software"](https://www.g2.com/survey_responses/kapture-review-7376527)**

**Rating:** 5.0/5.0 stars

_— Rene V._

[Read full review](https://www.g2.com/survey_responses/kapture-review-7376527)

**["Enhanced and Easy For Customer Follow ups"](https://www.g2.com/survey_responses/kapture-review-11273755)**

**Rating:** 5.0/5.0 stars

_— Shobhit G._

[Read full review](https://www.g2.com/survey_responses/kapture-review-11273755)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cce97aa76e0de2133eaa6f667713904d9af7534bedbb6956ffab94271e3a7ba6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffact-finder%2F&secure%5Burl_type%5D=linkedin_company_website)  
99 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail
- **Company Size:** 56% Medium, 39% Small

#### What Are Recent G2 Reviews of Loop54?

**["Powerful eCommerce Tools With Great Customer Experience and Support"](https://www.g2.com/survey_responses/loop54-review-5041649)**

**Rating:** 4.5/5.0 stars

_— Bhaskar K._

[Read full review](https://www.g2.com/survey_responses/loop54-review-5041649)

**["Very nice, serious and prosperous company, they help us to be able to focus on our core business."](https://www.g2.com/survey_responses/loop54-review-4764321)**

**Rating:** 4.5/5.0 stars

_— Freddy O._

[Read full review](https://www.g2.com/survey_responses/loop54-review-4764321)

#### What Are G2 Users Discussing About Loop54?

- [What is Loop54 used for?](https://www.g2.com/discussions/what-is-loop54-used-for)

### [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:** www.lupasearch.com
- **Year Founded:** 2021
- **HQ Location:** Kaunas, LT
- **Twitter:** @LupaSearch  
6 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9a8acb8f66e42117d82d322e7f9793e722de172e2a656c3cb68e97c693255fa2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flupasearch%2F%3ForiginalSubdomain%3Dlt&secure%5Burl_type%5D=linkedin_company_website)  
11 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail
- **Company Size:** 46% Medium, 38% Small

#### What Do G2 Reviewers Say About LupaSearch?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **exceptional customer support** from LupaSearch, ensuring smooth implementation and quick issue resolution.
- Users appreciate the **easy integrations** of LupaSearch, finding the setup process seamless and the support team highly effective.
- Users commend the **effective search technology** of LupaSearch, which greatly enhances user experience and product discovery.
- Users commend LupaSearch for its **fast and relevant search results** , significantly enhancing e-commerce performance and user satisfaction.
- Users appreciate the **ease of use** of LupaSearch, enabling quick setup and flexible customization for e-commerce needs.

##### Cons

- Users suggest that the **onboarding process could be improved** to help non-technical users navigate LupaSearch more easily.
- Users find the **difficult learning curve** of LupaSearch challenging, especially for those who are non-technical.
- Users find the **high learning curve** of LupaSearch challenging, requiring time to master its advanced features and configurations.
- Users find the **user interface lacking** , highlighting a need for improvement in intuitiveness and visual appeal.
- Users find the **user difficulty** in mastering LupaSearch's advanced features challenging, requiring time and support to navigate effectively.

#### What Are Recent G2 Reviews of LupaSearch?

**["Seamless Integration, Fast Search and Outstanding Ongoing Support"](https://www.g2.com/survey_responses/lupasearch-review-12329596)**

**Rating:** 5.0/5.0 stars

_— Jurgis V._

[Read full review](https://www.g2.com/survey_responses/lupasearch-review-12329596)

**["Fast, Accurate Search with Smooth Integration and Top-notch Support"](https://www.g2.com/survey_responses/lupasearch-review-12280030)**

**Rating:** 4.5/5.0 stars

_— Odeta ._

[Read full review](https://www.g2.com/survey_responses/lupasearch-review-12280030)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6c03015a67ae28b0da26bdb197f9c74d4e90b63b8cb598eca3f8c30d80cd90c4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fzemaglobal&secure%5Burl_type%5D=linkedin_company_website)  
312 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of PowerGREP?

**["One of the its greatest product"](https://www.g2.com/survey_responses/powergrep-review-8721809)**

**Rating:** 4.0/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/powergrep-review-8721809)

**["An Essential Tool for Managing Text Files"](https://www.g2.com/survey_responses/powergrep-review-8753001)**

**Rating:** 4.5/5.0 stars

_— Anschaire Gildas N._

[Read full review](https://www.g2.com/survey_responses/powergrep-review-8753001)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=992b20989fe8525549eaa184eaca74947ad1544b91945bdd140c3755ad3c4824&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvectara&secure%5Burl_type%5D=linkedin_company_website)  
73 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Medium

#### What Are Recent G2 Reviews of Vectara?

**["A Very Powerful and Promising Tool"](https://www.g2.com/survey_responses/vectara-review-9621505)**

**Rating:** 4.0/5.0 stars

_— Michael G. K._

[Read full review](https://www.g2.com/survey_responses/vectara-review-9621505)

**["Great product that delivers results as promised."](https://www.g2.com/survey_responses/vectara-review-8472832)**

**Rating:** 5.0/5.0 stars

_— Verified User in Computer Networking_

[Read full review](https://www.g2.com/survey_responses/vectara-review-8472832)

### [Webless AI](https://www.g2.com/products/webless-ai/reviews)

Webless brings ChatGPT-like search and discovery to your own website - powered by your content, in your voice, and within your narrative. For content-rich sites, Webless makes it effortless for visitors to ask questions, self-educate, and instantly surface the most relevant blogs, resources, and product information without leaving your site. Beyond simple keyword search, Webless delivers generative answers and personalized content journeys that feel native to your brand experience. Marketing and growth teams benefit from first-party query data, rich analytics, and content whitespace insights, helping them improve SEO outcomes and adapt to an era of shrinking traffic from AI search engines and zero-click results. Trusted by public companies, enterprises, and high-growth startups, Webless turns websites into AI-search ready, GEO-optimized platforms that engage, educate, and convert.

**Average Rating:** 5.0/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Webless AI?

- **Natural Language:** 10.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Webless AI?

- **Seller:** [Webless](https://www.g2.com/sellers/webless)
- **Year Founded:** 2024
- **HQ Location:** San Francisco , US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=04d34d321639a9b18179f0071a6b478e0890bc3f222c36d488ceab4f8a8b5184&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwebless-ai&secure%5Burl_type%5D=linkedin_company_website)  
7 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Small, 33% Medium

#### What Are Recent G2 Reviews of Webless AI?

**["Amazing Product—Webless AI Feels Like the Future"](https://www.g2.com/survey_responses/webless-ai-review-13002524)**

**Rating:** 5.0/5.0 stars

_— Saroj R._

[Read full review](https://www.g2.com/survey_responses/webless-ai-review-13002524)

**["Effortless Content Integration and Discovery"](https://www.g2.com/survey_responses/webless-ai-review-12964598)**

**Rating:** 5.0/5.0 stars

_— rakesh k._

[Read full review](https://www.g2.com/survey_responses/webless-ai-review-12964598)

### [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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=07b9399f3d5fa7bbdb257c4a9038ad5874da592ba7562a95ed08138a8b5fd392&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fthedigitalgroupinc&secure%5Burl_type%5D=linkedin_company_website)  
499 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of 3RDi Search?

**["A good search tool with support for multiple data formats."](https://www.g2.com/survey_responses/3rdi-search-review-674082)**

**Rating:** 4.5/5.0 stars

_— Rickie J._

[Read full review](https://www.g2.com/survey_responses/3rdi-search-review-674082)

#### What Are G2 Users Discussing About 3RDi Search?

- [What is 3RDi Search used for?](https://www.g2.com/discussions/what-is-3rdi-search-used-for)

- [&lsaquo; Prev ‹ Prev](/de/categories/enterprise-search-software?hsCtaTracking=a720baa5-aff7-4280-9352-b0a79407636f%7C2afc93b9-2b41-4666-99eb-50962df3ef0c&order=g2_score&page=7#product-list)
- [1](/de/categories/enterprise-search-software?hsCtaTracking=a720baa5-aff7-4280-9352-b0a79407636f%7C2afc93b9-2b41-4666-99eb-50962df3ef0c&order=g2_score#product-list)
- [2](/de/categories/enterprise-search-software?hsCtaTracking=a720baa5-aff7-4280-9352-b0a79407636f%7C2afc93b9-2b41-4666-99eb-50962df3ef0c&order=g2_score&page=2#product-list)
- …
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- [5](/de/categories/enterprise-search-software?hsCtaTracking=a720baa5-aff7-4280-9352-b0a79407636f%7C2afc93b9-2b41-4666-99eb-50962df3ef0c&order=g2_score&page=5#product-list)
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- [7](/de/categories/enterprise-search-software?hsCtaTracking=a720baa5-aff7-4280-9352-b0a79407636f%7C2afc93b9-2b41-4666-99eb-50962df3ef0c&order=g2_score&page=7#product-list)
- 8
- [9](/de/categories/enterprise-search-software?hsCtaTracking=a720baa5-aff7-4280-9352-b0a79407636f%7C2afc93b9-2b41-4666-99eb-50962df3ef0c&order=g2_score&page=9#product-list)
- [10](/de/categories/enterprise-search-software?hsCtaTracking=a720baa5-aff7-4280-9352-b0a79407636f%7C2afc93b9-2b41-4666-99eb-50962df3ef0c&order=g2_score&page=10#product-list)
- [11](/de/categories/enterprise-search-software?hsCtaTracking=a720baa5-aff7-4280-9352-b0a79407636f%7C2afc93b9-2b41-4666-99eb-50962df3ef0c&order=g2_score&page=11#product-list)
- [12](/de/categories/enterprise-search-software?hsCtaTracking=a720baa5-aff7-4280-9352-b0a79407636f%7C2afc93b9-2b41-4666-99eb-50962df3ef0c&order=g2_score&page=12#product-list)
- [13](/de/categories/enterprise-search-software?hsCtaTracking=a720baa5-aff7-4280-9352-b0a79407636f%7C2afc93b9-2b41-4666-99eb-50962df3ef0c&order=g2_score&page=13#product-list)
- [14](/de/categories/enterprise-search-software?hsCtaTracking=a720baa5-aff7-4280-9352-b0a79407636f%7C2afc93b9-2b41-4666-99eb-50962df3ef0c&order=g2_score&page=14#product-list)
- [Next &rsaquo; Next ›](/de/categories/enterprise-search-software?hsCtaTracking=a720baa5-aff7-4280-9352-b0a79407636f%7C2afc93b9-2b41-4666-99eb-50962df3ef0c&order=g2_score&page=9#product-list)

Spotlight Categories

[Relational Databases](https://www.g2.com/categories/relational-databases)

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- [Agentic Analytics](/categories/agentic-analytics)
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- [Drone Analytics](/categories/drone-analytics)
- [Graph Visualization Tools](/categories/graph-visualization-tools)
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- [Time Series Intelligence](/categories/time-series-intelligence)
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[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

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