Best Enterprise Search Software - Page 12

How Many Enterprise Search Software Products Does G2 Track?

Total Products under this Category: 242

Category Stats (Oct 2026)

  • Average Rating: 4.44/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Fluid Topics (+0.37%) - Among all products in this category, Fluid Topics recorded the largest rating increase compared to last month

Last updated: October 12, 2026

How Does G2 Rank Enterprise Search Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 83,100+ Authentic Reviews
  • 242+ 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

Highlighted products: Slack, Notion, Glean, Guru, Elasticsearch, ClickUp, Google Cloud Dialogflow, and Microsoft Bing Web Search API.

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=glean-technologies-glean&focus%5B%5D=guru&focus%5B%5D=elastic-elasticsearch&focus%5B%5D=clickup&focus%5B%5D=google-cloud-dialogflow&focus%5B%5D=microsoft-bing-web-search-api)

Cortextual

Cortextual is a Workforce Transition Platform built for companies navigating growth, restructuring, and the shift to human + AI teams. It gives founders, COOs, and Heads of People a live view of their organization — including team structure, reporting lines, workforce costs, and dependencies — so they can understand the impact of workforce changes before committing to them. As companies grow, restructure, or adopt AI, roles shift, teams change, and workforce decisions become more complex. Many leaders are making those decisions without a clear picture of what each role costs, where critical dependencies exist, or what could happen if the organization changes. Cortextual brings org structure, workforce costs, and scenario planning into one live view. Leaders can model restructuring and AI transition scenarios before acting, understand organizational dependencies and knowledge risk, and make workforce decisions using real data rather than assumptions. Three core capabilities: • Org visibility — See team structure, reporting lines, role costs, and dependencies in one live view. • Scenario builder — Model restructuring and AI transition scenarios before committing to them. • Compliance hub — Access legal, payroll, and tax support for workforce transitions through Compliance Tokens. Cortextual also connects company knowledge across tools such as Google Drive, Slack, Gmail, Notion, and Confluence, helping teams retain and access important information as the organization evolves. Knowledge and AI capabilities provide additional context when needed, rather than being the primary reason to use the platform. Built for founders, COOs, and Heads of People at companies with 20–250 employees, especially teams without an HRIS or evaluating one for the first time. Free to start, with no headcount gate and no demo required.

Who Is the Company Behind Cortextual?

Crawldesk

Crawldesk is an AI-powered “Ask AI” widget that can be seamlessly embedded into product documentation sites such as Docusaurus, Mintlify, and more. It enables users to ask questions in natural language and instantly get accurate, context-aware answers from your docs. Crawldesk helps reduce support tickets, improves developer experience, and ensures product knowledge is always accessible directly where users need it.

Who Is the Company Behind Crawldesk?

Deep Search

Deep Search is an AI-powered research platform for exploring complex questions across the web. It searches multiple sources, connects relevant information, and turns scattered data into clear, structured answers. Use Deep Search to research people, companies, markets, products, competitors, and topics without spending hours searching manually. From quick questions to deeper research, the platform helps users discover more, understand information faster, and explore useful follow-up questions.

Who Is the Company Behind Deep Search?

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How it works

deepset AI Platform

The deepset AI Platform is an AI Orchestration solution for building and deploying custom, enterprise-grade AI agents and applications. Built on our popular open-source Haystack framework, deepset AI enables businesses to tailor AI solutions using agents, RAG, and other advanced AI methods with expert support. From Enterprise Search to Intelligent Document Processing, AI Agents to Text-to-SQL, customers can launch AI solutions 10X faster, with the accuracy, flexibility and trust their mission-critical use cases demand--in the Cloud and On-Prem.

Who Is the Company Behind deepset AI Platform?

  • Seller: deepset
  • Year Founded: 2018
  • HQ Location: Berlin, DE
  • Twitter: @deepset_ai
    4,852 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    83 employees on LinkedIn®

DocsGPT

DocsGPT is an open-source platform for private AI agents, assistants and enterprise search over an organisation's own documents, built by Arc53. It runs where the data is allowed to be: Arc53's EU cloud, a dedicated managed instance, the organisation's own servers, or fully air-gapped with no outbound traffic. Teams connect files and services (PDF, DOCX, XLSX, scanned documents with OCR, Google Drive, SharePoint, Confluence, GitHub, S3) and get answers cited to the source passage. Agents call tools and APIs with per-action approval, a visual builder turns document jobs into workflows, and agents can produce DOCX, XLSX, PPTX and PDF files. Any model works: OpenAI, Anthropic, Google and others in the cloud, or local models through Ollama or vLLM. Governance covers OIDC SSO, SCIM 2.0, role-based access, guardrails, usage quotas and an exportable, append-only audit log. MIT licence, 18,000+ GitHub stars.

Who Is the Company Behind DocsGPT?

  • Seller: Arc53
  • Year Founded: 2019
  • HQ Location: Edinburgh, United Kingdom
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Docxonomy

Software solution to help with intelligent search and archiving of various data sets.

Who Is the Company Behind Docxonomy?

Doti AI

Doti is an enterprise search and agents platform that searches your team's tools and builds custom agents for their daily workflows. Instead of jumping between Slack, Salesforce, Google Drive, and 20+ other tools to piece together company and customer information, Doti's AI agents deliver complete, formatted answers and reports pulled in real-time from across your entire tech stack — and can help complete your work for you. Trusted by teams at Orca Security, Similarweb, and Bringg. Featured in Forbes, Fortune, and TechCrunch. What Makes Doti Different - AI agents that work for you: Don't just find information — complete tasks with agents, which deliver formatted reports, automate manual work, and handle workflows exactly how your team needs them - Fast implementation: Install in under one hour with full implementation in weeks, not months - Real-time updates: Knowledge refreshes 20+ times daily, so it's never outdated - Granular permissions: Dual-layer access controls that respect existing document-level permissions while enabling cross-team collaboration Access Doti Where You Already Work - Slack Integration: Get instant answers to questions in Slack channels from Doti’s Autopilot agent - Web Interface: Get one search bar to search anything across your company’s platforms - Chrome Extension: Search company knowledge from any webpage or work tool - API Access: Embed Doti's capabilities directly into your existing tools and platforms How Teams Use Doti - Customer Support: Answers customer tickets faster and reduce MTTR by 30% by easily accessing historical support cases, product documentation, engineering notes, and past resolutions - Operations: Break down information silos across departments, create a unified source of truth with equal access to knowledge for all team members - Sales: Prep for demos instantly with automated, comprehensive briefs, and answer customer questions in seconds with real-time company information. - Marketing: Eliminate redundant content creation, track which materials teams actually use, and generate content faster with company-wide knowledge context - IT: Reduce helpdesk ticket volume with automatic Slack responses, consolidate multiple knowledge tools into one platform, and maintain enterprise-grade security controls - Product: Keep client-facing teams automatically informed about product updates, build product-specific agents, and reduce interruptions from repetitive feature questions - HR: Accelerate new hire onboarding with self-service knowledge access, create HR-specific agents, and deliver consistent information across all locations Measurable Business Impact Teams save 16 hours per employee monthly, reduce repetitive Slack questions by 40%, and accelerate customer response times by 30%. This translates to $400 in monthly productivity savings per user. Enterprise-Grade Security - SOC 2 Type II certified with bank-level AES-256 encryption for stored data and TLS 1.2+ for data in transit - Flexible deployment options include bring-your-own-database and hybrid cloud configurations - A strict no-data-training policy ensures your information never trains AI models.

Who Is the Company Behind Doti AI?

Elemental Cognition- Enterprise AI

Elemental Cognition (EC offers an advanced Enterprise AI platform that integrates large language models (LLMs with a formal reasoning engine to deliver reliable, accurate, and transparent solutions for complex business challenges. Founded in 2015 by Dr. David Ferrucci, the inventor of IBM's Watson, EC's mission is to accelerate and improve critical decision-making where trust, accuracy, and transparency are paramount. Key Features and Functionality: - Neuro-Symbolic AI Integration: Combines LLMs with formal reasoning to ensure both fluency and correctness in AI applications. - Natural Language Understanding: Captures expert knowledge conversationally and translates it into precise, formal knowledge models without the need for coding. - Transparent Decision-Making: Provides clear justifications and evidence for AI-generated decisions, enhancing trust and accountability. - Scalable Deployment: Supports cloud and on-premises infrastructure with enterprise-grade security and governance. Primary Value and Solutions: EC's platform addresses the limitations of traditional LLMs, which often struggle with complex reasoning tasks. By integrating formal mathematical reasoning, EC enables businesses to deploy AI applications that can reliably solve intricate problems where precision and transparency are critical. This approach is particularly beneficial in industries such as life sciences, financial services, travel and logistics, higher education, and government, where accurate and explainable AI solutions are essential. For instance, in the pharmaceutical industry, EC's research and discovery solution has reduced the time required to identify potential drug repurposing opportunities from four weeks to two hours by automating the research process and connecting key insights across vast datasets. In the travel sector, EC's expert assist solution has enabled customers to plan complex itineraries more efficiently, significantly increasing the likelihood of creating bookable travel plans. By combining the strengths of LLMs with formal reasoning, Elemental Cognition empowers enterprises to tackle their most challenging problems with AI solutions they can trust.

Who Is the Company Behind Elemental Cognition- Enterprise AI?

  • Seller: Elemental Cognition
  • Year Founded: 2015
  • HQ Location: New York, US
  • Twitter: @elementalcog
    403 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    49 employees on LinkedIn®

Epic by LatentBridge

Fetch is an AI-powered knowledge assistant designed to help organizations easily discover information, find answers, and uncover insights across their enterprise data. By connecting seamlessly to various apps and document sources, Fetch enables quick access to critical information, enhanced document review through comparison tools, and supports natural language interactions with files. It also provides robust permission controls, ensuring data security while streamlining workflows. With features like multi-language support and customizable team workspaces, Fetch is a versatile tool built to improve productivity and collaboration across industries.

Who Is the Company Behind Epic by LatentBridge?

Essofore Semantic Search

Essofore is a document store powered by a semantic search engine that understands the meaning of your query rather than searching for keywords in your query. You can use it to develop enterprise search or RAG applications.

Who Is the Company Behind Essofore Semantic Search?

FEVER Multimodal DB

FEVER Multimodal DB is a patent-pending database solution for enterprise file management. It allows businesses to ingest multimedia and have it be self organizing, such that it can be natural language searched instantly, curated for AI training, and checked for regulatory compliance. It utilizes a bespoke ultra-efficient AI model bundled with the database that indexes media rapidly on even commodity hardware, requiring no API calls, and therefore executable with no data egress in a secure enterprise virtual private cloud. FEVER bundles a traditional REST API and a modern MCP server to allow agentic retrieval augmented generation with multimedia formats, as well as traditional integration patterns with backend applications, allowing rapid build out of image -> image similarity search and text -> image natural language search, supporting e-commerce, insurance technology, identity verification, digital asset management; and many more verticals.

Who Is the Company Behind FEVER Multimodal DB?

Finden

Finden is an AI workspace that unifies, automates and helps run your business — Connect all your data, across drives, devices, tools and applications — Organize files, enrich your data, chat with your data, and automatically find what matters in your Memory Bank. Finden enables businesses of all sizes to: - Improve productivity and operations: help you work with your data seamlessly, gain insights, reduce silo workflows and automate actions - Save time: less time sorting your data and more automation - Reduce costs: reduce number of SaaS tools and cloud storage. - Be more sustainable: manage inefficient use of data (more than 30% of data is redundant) - Remain secure: privacy is key - your data never used for any AI training.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Finden?

  • Quality of Support: 9.2/10 (Category avg: 8.9/10)

Who Is the Company Behind Finden?

Who Uses This Product?

  • Company Size: 150% Small

What Do G2 Reviewers Say About Finden?

AI-generated summary from verified user reviews

Pros
  • Users find Finden to be super user-friendly, making it easy to consolidate and search across multiple platforms.
  • Users find Finden offers easy access to multiple platforms, streamlining their workflow and saving valuable time.
  • Users appreciate the unified search capabilities of Finden, enhancing efficiency and organization across multiple platforms.
  • Users highlight the search efficiency of Finden, enabling quick access to clients' information across platforms seamlessly.
  • Users love the speed of搜索 with Finden, allowing quick access to important files and chats effortlessly.
Cons
  • Users note integration issues with Finden as not many project management tools are currently synced, like ClickUp.

What Are Recent G2 Reviews of Finden?

HangerSearch

HangerSearch is a similarity search platform designed to help engineering teams locate relevant prior cases within large PDF archives. The software delivers a curated shortlist of four to five highly relevant results with exact page-level pointers. It identifies precedents by understanding case similarity rather than matching exact words, which allows it to find relevant cases even when different terminology or nicknames appear across reports. The platform operates through a three-step workflow. Teams connect existing PDF archives without requiring data migration, conduct searches with transparent term-driven results, and review matched cases with clear explanations. HangerSearch displays ranking reasons for each match, maintaining user control throughout the search process. The software offers cloud-based deployment with flexible billing options or on-premise installation. PDFs remain in user storage while the system indexes only extracted text to maintain data security.

Who Is the Company Behind HangerSearch?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 1, 2025