# Best Enterprise Insight Engines Software *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)* Products classified in the overall Insight Engines category are similar in many regards and help companies of all sizes solve their business problems. However, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise Business Insight Engines to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Enterprise Business Insight Engines category. In addition to qualifying for inclusion in the Insight Engines Software category, to qualify for inclusion in the Enterprise Business Insight Engines Software category, a product must have at least 10 reviews left by a reviewer from an enterprise business. ## Category Overview **Total Products under this Category:** 54 ## Trust & Credibility Stats **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 5,600+ Authentic Reviews - 54+ 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. --- **Sponsored** ### Stravito Stravito is the Insights Intelligence Platform global leaders like Nestlé and Comcast trust to turn existing knowledge into confident, growth-driving decisions. Built for insights teams, Stravito unifies research in one secure space and pairs best-in-class AI with human expertise. Whether you’re deciding where to expand next, which innovation to pursue, or what message will resonate most with your customers, teams simply ask strategic questions, and Stravito AI Assistant delivers relevant, source-cited insights in seconds. AI Personas, powered by your brand’s segmentation studies, simulate real consumer perspectives so you can stress-test ideas in real-time. The outcome: faster, evidence-backed, commercially-impactful decisions. [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=1494&secure%5Bdisplayable_resource_id%5D=1494&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1494&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=133525&secure%5Bresource_id%5D=1494&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Finsight-engines&secure%5Btoken%5D=129fc40e60be7b8c1290d75d16ee3b3765a5159bcaf142ce1fdebd6cff48ed13&secure%5Burl%5D=https%3A%2F%2Fwww.stravito.com%3Futm_source%3DG2%26utm_medium%3Dadvertising%26utm_campaign%3DG2_2026_02&secure%5Burl_type%5D=custom_url&secure%5Bvisitor_segment%5D=180) --- ## Top-Rated Products (Ranked by G2 Score) ### 1. [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch/reviews) Build next generation search experiences for your customers and employees that support your organization’s technology objectives. Elasticsearch gives developers a flexible toolkit to build AI-powered search applications with an extensible platform that also provides out of the box capabilities Save development cycles and get upgraded search to market faster. Elasticsearch is the world’s most popular search engine, backed by a robust developer community. Elastic’s platform lets you ingest any data source, build modern search experiences that integrate with large language models and generative AI, and visualize analytics for data-driven decision-making and insights. Our consistent investments in machine learning help developers stay ahead of the curve with the fast, highly relevant search, at scale. -- Flexible platform and toolkit to deliver powerful search functionality regardless of development resources and technology objectives. Our open platform delivers consistent functionality for cloud, hybrid, or on-prem deployments with exceptional performance, reliability, and scalability. -- Built-in search analytics and visualization tools give teams access to search data and real-time dashboards for optimizing search results and operations. Non-tech teams can tune search experiences too–no development team needed. -- Next level search relevance using textual search, vector search, hybrid, and semantic search and machine learning model flexibility. Powerful capabilities like a vector database provide the foundation for creating, storing, and searching embeddings to capture the context of your unstructured data. Use machine-learning enabled inference at data ingestion, and bring your own model - open or proprietary - to deliver the best, industry-specific results. **Average Rating:** 4.5/5.0 **Total Reviews:** 286 **User Satisfaction Scores:** - **Data Centralization - Insight Engines:** 10.0/10 (Category avg: 9.0/10) - **Search Interface - Insight Engines:** 10.0/10 (Category avg: 9.0/10) - **Search Analysis - Insight Engines:** 10.0/10 (Category avg: 9.1/10) - **Ease of Use:** 8.4/10 (Category avg: 8.9/10) **Seller Details:** - **Seller:** [Elastic](https://www.g2.com/sellers/elastic) - **Company Website:** https://www.elastic.co - **Year Founded:** 2012 - **HQ Location:** San Francisco, CA - **Twitter:** @elastic (64,541 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/814025/ (4,986 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 38% Mid-Market, 33% Enterprise #### Pros & Cons **Pros:** - Ease of Use (52 reviews) - Speed (36 reviews) - Fast Search (35 reviews) - Results (31 reviews) - Features (30 reviews) **Cons:** - Expensive (28 reviews) - Required Expertise (26 reviews) - Learning Difficulty (25 reviews) - Improvement Needed (24 reviews) - Difficult Learning (23 reviews) ### 2. [Guru](https://www.g2.com/products/guru/reviews) Guru is the AI Source of Truth for your company—an AI knowledge platform that connects everything your teams know, makes it accessible everywhere you work, and keeps it accurate automatically. Guru unifies your company’s apps, chats, and docs into one governed knowledge layer, delivering cited, permission-aware answers, chat, and research across Slack, Teams, your browser, or even other AIs like ChatGPT and Claude. Every answer is grounded in verified knowledge, with built-in verification and lineage to ensure trust, compliance, and confidence at scale. Connect your knowledge. Access it everywhere. Build trust—automatically. **Average Rating:** 4.7/5.0 **Total Reviews:** 2,254 **User Satisfaction Scores:** - **Data Centralization - Insight Engines:** 9.6/10 (Category avg: 9.0/10) - **Search Interface - Insight Engines:** 9.4/10 (Category avg: 9.0/10) - **Search Analysis - Insight Engines:** 9.5/10 (Category avg: 9.1/10) - **Ease of Use:** 9.3/10 (Category avg: 8.9/10) **Seller Details:** - **Seller:** [Guru](https://www.g2.com/sellers/guru) - **Company Website:** https://www.getguru.com - **Year Founded:** 2013 - **HQ Location:** Philadelphia, PA - **Twitter:** @Guru_HQ (4,264 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5129180/ (2,330 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Customer Service Representative, Customer Success Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 59% Mid-Market, 29% Enterprise #### Pros & Cons **Pros:** - Ease of Use (742 reviews) - Helpful (418 reviews) - Comprehensive Information (315 reviews) - Easy Access (298 reviews) - Information Accuracy (287 reviews) **Cons:** - Search Functionality (152 reviews) - Inefficient Search (149 reviews) - Search Functionality Issues (138 reviews) - Inefficient Searching (136 reviews) - Organizational Challenges (110 reviews) ### 3. [Yext](https://www.g2.com/products/yext/reviews) Yext (NYSE: YEXT) is the leading local brand visibility platform built for a world where discovery and engagement happen everywhere — across AI and traditional search, social, websites, and direct communications. Backed by billions of trusted data points benchmarked against the competition, Yext provides unmatched visibility into brand performance at both the global and hyper-local level. From insight to impact, you get actionable recommendations and a suite of integrated tools to execute at scale. The result: clarity, control, and confidence that customers discover you everywhere it matters. To learn more about Yext, visit yext.com. **Average Rating:** 4.4/5.0 **Total Reviews:** 1,059 **User Satisfaction Scores:** - **Data Centralization - Insight Engines:** 8.4/10 (Category avg: 9.0/10) - **Search Interface - Insight Engines:** 8.7/10 (Category avg: 9.0/10) - **Search Analysis - Insight Engines:** 8.5/10 (Category avg: 9.1/10) - **Ease of Use:** 8.5/10 (Category avg: 8.9/10) **Seller Details:** - **Seller:** [Yext](https://www.g2.com/sellers/yext) - **Company Website:** https://www.yext.com - **Year Founded:** 2006 - **HQ Location:** New York - **Twitter:** @yext (21,833 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/515401/ (2,348 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Marketing Manager, Digital Marketing Manager - **Top Industries:** Financial Services, Hospital & Health Care - **Company Size:** 38% Enterprise, 31% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (360 reviews) - Helpful (199 reviews) - Centralized Management (189 reviews) - Customer Support (182 reviews) - Features (165 reviews) **Cons:** - Complex Usability (99 reviews) - Learning Curve (83 reviews) - Difficult Learning (80 reviews) - Difficult Navigation (68 reviews) - Limited Features (67 reviews) ### 4. [Coveo](https://www.g2.com/products/coveo/reviews) Coveo is a composable AI search & generative experience platform. It’s the intelligence layer that powers individualized, trusted, and connected experiences. You can delight customers, augment employee capabilities, and drive superior business outcomes with semantic search, AI recommendations, unified personalization and GenAI answering. What it does: Brings the most relevant content to any interface for search, recommendations & agentic experiences, so people always find what helps them most. Our single SaaS platform and robust suite of AI & GenAI models are specifically built to transform the total experience: from CX to EX across websites, commerce, service, and workplace. Deepen content personalization across multiple touchpoints. Personalize interactions to improve conversions, customer satisfaction, content discovery – or all of the above. With a content personalization engine as powerful as Coveo, you can start small and plan big. Stay one step ahead with an intelligent recommender. From browsing to searching, use Coveo’s state-of-the-art recommendation engine to help people discover content, products, and services they want or are likely to need next. Generative AI is powerful, but needs fresh content to work. To succeed with GenAI, you need a solution that unifies knowledge and retrieves the most relevant content to deliver reliable answers while scaling securely. Meet Relevance Generative Answering (RGA), the next evolution of AI search: producing answers using your company’s best content and tailored to your unique context. We handle the AI and LLMs, so you can focus on innovation. Live for customers in 4–6 weeks. Start from scratch or accelerate development with pre-built integrations and tools for every stack. Our API-led architecture lets you integrate and extend the Coveo relevance platform to meet your needs. Our platform is certified ISO 27001, HIPAA compliant, SOC2 compliant, and 99.999% SLA resilient. We are a Salesforce Summit ISV Partner, an SAPⓇ Endorsed App, and an Adobe Gold Partner. **Average Rating:** 4.3/5.0 **Total Reviews:** 142 **User Satisfaction Scores:** - **Data Centralization - Insight Engines:** 9.2/10 (Category avg: 9.0/10) - **Search Interface - Insight Engines:** 8.3/10 (Category avg: 9.0/10) - **Search Analysis - Insight Engines:** 8.8/10 (Category avg: 9.1/10) - **Ease of Use:** 8.0/10 (Category avg: 8.9/10) **Seller Details:** - **Seller:** [Coveo Solutions Inc](https://www.g2.com/sellers/coveo-solutions-inc) - **Company Website:** https://www.coveo.com - **Year Founded:** 2005 - **HQ Location:** Quebec City, Canada - **Twitter:** @coveo (4,302 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/coveo (829 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Retail, Computer Software - **Company Size:** 54% Enterprise, 39% Mid-Market #### Pros & Cons **Pros:** - Search Efficiency (27 reviews) - Ease of Use (26 reviews) - Search Functionality (19 reviews) - Analytics (18 reviews) - Features (18 reviews) **Cons:** - Learning Curve (13 reviews) - Difficult Learning (11 reviews) - Learning Difficulty (10 reviews) - High Learning Curve (8 reviews) - Poor Customer Support (8 reviews) ### 5. [Market Logic](https://www.g2.com/products/market-logic/reviews) DeepSights by Market Logic Software is an enterprise AI-powered market intelligence and consumer insights platform that transforms organizational knowledge into trusted intelligence that supports faster, more confident business decisions. It provides a single source of truth for market and consumer insights, enabling organizations to connect data, reduce duplication of research, and make decisions with clarity. Purpose-built AI, always-on agents, and deep integrations help insights, marketing, product, and innovation teams continuously uncover insights, anticipate market change, and act with confidence. More than 100 of the world's leading brands - including Mars, Novartis, eBay, Colgate-Palmolive, Philips, Tesco, Vodafone, and REWE - rely on DeepSights, with over 100,000 business users globally. DeepSights represents a shift from passive insights management to active intelligence — continuously generated, AI-powered market and consumer insights delivered in real time. Rather than relying on static reports, the platform connects data, detects signals, and surfaces relevant insights to support proactive, evidence-based decision-making across teams. DeepSights brings together five connected solutions on a shared foundation for trusted, scalable intelligence. DeepSights Explore enables instant search and discovery of trusted insights across internal research, syndicated sources, and news. DeepSights Radar continuously monitors markets and competitors to detect emerging developments and early warning signals, powering continuous competitive intelligence. DeepSights Personas enables teams to test ideas at scale with AI-powered personas and synthetic research, including AI-moderated interviews and synthetic panels built from a company’s own data. DeepSights Innovate identifies whitespace opportunities and accelerates concept development with AI agents. DeepSights Research manages the full research lifecycle while ensuring transparency, compliance, and knowledge reuse. Together, these capabilities form a unified platform for market intelligence, competitive intelligence, and insights management. Unlike general-purpose AI tools, DeepSights is purpose-built for market research, competitive intelligence, and insights workflows, with agentic AI for insights at its core. The platform evaluates relevance, authority, and recency to ground every answer in trusted data and reduce hallucination risk. AI agents work alongside human experts to continuously discover, analyze, and surface intelligence — delivering accurate, source-grounded answers at the speed insights teams need to operate at scale. Market Logic has been named a Visionary in the 2026 Gartner® Magic Quadrant™ for Competitive and Market Intelligence Platforms, included in The Forrester Market and Competitive Intelligence Platforms Landscape, Q1 2026, and recognized in G2’s 2026 Top 50 German Software Companies. DeepSights is a G2 Leader in Enterprise Market Intelligence and Enterprise Knowledge Base categories. A 2025 Forrester Total Economic Impact™ study found DeepSights delivered a 411% return on investment over three years, highlighting reduced research costs, faster time to insights, and a stronger strategic role for insights in business decision-making. DeepSights is enterprise-grade and built for security and compliance. The platform is ISO/IEC 27001 certified, aligned with GDPR and the EU AI Act, and does not use customer data to train external AI models. With SSO, granular access control, and flexible deployment options, organizations retain full control over how insights are accessed, shared, and governed. Trusted by global enterprises across consumer goods, healthcare, retail, and financial services, DeepSights enables organizations to move from fragmented data to a connected, always-on system for market and consumer intelligence. **Average Rating:** 4.3/5.0 **Total Reviews:** 39 **User Satisfaction Scores:** - **Data Centralization - Insight Engines:** 8.6/10 (Category avg: 9.0/10) - **Search Interface - Insight Engines:** 8.3/10 (Category avg: 9.0/10) - **Search Analysis - Insight Engines:** 6.8/10 (Category avg: 9.1/10) - **Ease of Use:** 8.2/10 (Category avg: 8.9/10) **Seller Details:** - **Seller:** [Market Logic Software](https://www.g2.com/sellers/market-logic-software) - **Company Website:** https://www.marketlogicsoftware.com - **Year Founded:** 2006 - **HQ Location:** Berlin, Germany - **Twitter:** @market_logic (592 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/market-logic-software/ (178 employees on LinkedIn®) **Reviewer Demographics:** - **Top Industries:** Consumer Goods - **Company Size:** 82% Enterprise, 10% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (13 reviews) - Insights (12 reviews) - Customer Support (8 reviews) - Knowledge Accessibility (8 reviews) - Helpful (7 reviews) **Cons:** - Search Functionality Issues (6 reviews) - Search Limitations (5 reviews) - Inefficiency (4 reviews) - Slow Performance (4 reviews) - Difficult Navigation (3 reviews) ### 6. [HeyMarvin](https://www.g2.com/products/heymarvin/reviews) HeyMarvin is the #1 AI-native customer insights platform. Teams use HeyMarvin to turn scattered customer knowledge into shared understanding the whole company can act on. Most companies are sitting on years of valuable user research, brand studies, market data, and customer feedback buried in folders, decks, and disconnected tools. HeyMarvin turns all of it into a searchable, intelligent knowledge repository that grows smarter over time. With 30+ native integrations continuously pulling in data, anyone across the organization can search, ask questions, and get cited answers instantly. Need to run research? HeyMarvin lets small teams deliver like a team 10 times their size. Run hundreds of AI-moderated interviews simultaneously, capture live conversations with automatic transcription, and analyze thousands of data points without losing the nuance that makes qualitative research worth doing. Every answer cites back to real customer data, and researchers stay in control of every interpretation. When insights are ready, they surface in the tools where teams already work: Slack, Figma, Salesforce, and more. Share video clips, highlight reels, and direct customer quotes so every decision is grounded in real customer voices. Research stops living in decks and starts building the kind of customer empathy that shapes better products, sharper messaging, and smarter strategy. Enterprise-ready from day one. HeyMarvin is SOC 2 Type II, HIPAA, GDPR, and ISO 27001 certified, with automatic PII redaction, face blur, and role-based access controls built for regulated industries. Trusted by teams at Microsoft, Included Health, Best Buy, and NRG Energy, and backed by leading AI investors including Sam Altman and Fuel Capital. Ready to put your customer knowledge to work? Learn more at HeyMarvin.com. **Average Rating:** 4.8/5.0 **Total Reviews:** 123 **User Satisfaction Scores:** - **Data Centralization - Insight Engines:** 8.9/10 (Category avg: 9.0/10) - **Search Interface - Insight Engines:** 8.8/10 (Category avg: 9.0/10) - **Search Analysis - Insight Engines:** 8.9/10 (Category avg: 9.1/10) - **Ease of Use:** 8.7/10 (Category avg: 8.9/10) **Seller Details:** - **Seller:** [HeyMarvin](https://www.g2.com/sellers/heymarvin) - **Company Website:** https://heymarvin.com - **Year Founded:** 2022 - **HQ Location:** Oakland, CA - **Twitter:** @HeyMarvinApp (338 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/hey-marvin-app/ (97 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** UX Researcher, Senior UX Researcher - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 48% Mid-Market, 29% Small-Business #### Pros & Cons **Pros:** - Ease of Use (66 reviews) - Features (61 reviews) - AI Features (54 reviews) - Transcription Services (36 reviews) - Analytics (32 reviews) **Cons:** - AI Accuracy (10 reviews) - Not User-Friendly (9 reviews) - Poor Transcription Accuracy (9 reviews) - Difficult Learning (8 reviews) - Expensive (8 reviews) ### 7. [Bloomfire](https://www.g2.com/products/bloomfire/reviews) Bloomfire is the leading AI-driven Enterprise Intelligence and Knowledge Management solution. The platform connects employees with the right information, exactly when, and where it's needed, empowering users to access, manage, and collaborate on knowledge efficiently and effectively. Bloomfire’s AI-powered search and content authoring transform how teams interact with data and ensure that organizational assets and critical information are easily accessible and actionable. Bloomfire supports enterprise companies in scaling their knowledge management programs across teams, departments, and org-wide deployments and serves businesses across all industries – including healthcare, finance, government, manufacturing, and retail. With a focus on operational excellence, Bloomfire is an established, trusted partner to Fortune 500 companies and other industry leaders. The AI-driven platform delivers nearly 2 million answers each month, emphasizing its value and credibility. Key functionality includes: · AI-Powered Enterprise Search: Get direct, trusted answers from Ask AI and find relevant documents and articles across all your integrated platforms with intuitive search. ·AI-Powered Authoring Tools: Advanced authoring tools streamline knowledge creation and ensure your content fits the unique needs of your business. Use generative AI to create and refine insights from your original work, ensuring all published information is high quality and optimized for search. · Scalable Architecture & Award-Winning Implementation: With flexible structure and navigation components like communities, groups, and boards, Bloomfire is designed to grow with your organization, offering a seamless integration and implementation process. **Average Rating:** 4.6/5.0 **Total Reviews:** 500 **User Satisfaction Scores:** - **Data Centralization - Insight Engines:** 9.8/10 (Category avg: 9.0/10) - **Search Interface - Insight Engines:** 9.0/10 (Category avg: 9.0/10) - **Search Analysis - Insight Engines:** 9.8/10 (Category avg: 9.1/10) - **Ease of Use:** 9.1/10 (Category avg: 8.9/10) **Seller Details:** - **Seller:** [Bloomfire](https://www.g2.com/sellers/bloomfire) - **Company Website:** https://www.bloomfire.com - **Year Founded:** 2010 - **HQ Location:** Austin, TX - **Twitter:** @Bloomfire (6,367 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/851196/ (93 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Account Manager, Project Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 52% Mid-Market, 30% Enterprise #### Pros & Cons **Pros:** - Ease of Use (29 reviews) - Easy Access (14 reviews) - AI Features (13 reviews) - Search Functionality (13 reviews) - Artificial Intelligence (12 reviews) **Cons:** - Inefficient Search (7 reviews) - Inefficient Search Functionality (5 reviews) - Limited Customization (5 reviews) - Limited Reporting (5 reviews) - Search Functionality Issues (5 reviews) ### 8. [Dovetail](https://www.g2.com/products/dovetail-research-pty-ltd-dovetail/reviews) It’s never been easier to build a product or service. The barriers to entry (ideas, talent, and tooling) are quickly becoming commoditized by AI. The faster your teams align behind and solve the most critical customer problems, the more revenue and market share you unlock. The only way to win is to identify what customers need and deliver it before the competition. But this is difficult to do. Data is scattered across teams and tools using various methods and it is difficult to understand, and align on, at speed. Even in the world of AI, the unique challenges associated with gathering, analyzing, and understanding complex customer feedback lead to teams wasting millions of dollars in failed products, slower development cycles, and duplicated efforts. As a result, they are continually risking decreases in customer satisfaction, and ultimately revenue. Dovetail provides always-on customer understanding. Our AI-native customer intelligence platform automatically turn sales calls, user feedback, support tickets, and voice of customer data into actionable insights that grow your business. Dovetail integrates with dozens of tools like Gong, Intercom, Zoom, Salesforce, Slack, Teams, and Google Play to analyze video, audio, documents, and text. Auto-generate reports and requirements documents; configure dashboards to visualize trends; and set up agents to ensure insights are acted on. Enable your team to track feature requests, identify pain points, reduce churn, and increase customer satisfaction through high-quality, accurate, and real-time customer intelligence that’s accessible to everyone. Deploy the industry-standard, enterprise-grade system of record for all of your customer intelligence. Put your customer first and grow your business. We’re for teams who care about solving real customer problems. Join the likes of Meta, Volvo, AWS, Dyson, Deloitte, and thousands more as they put their customer first with Dovetail. **Average Rating:** 4.5/5.0 **Total Reviews:** 166 **User Satisfaction Scores:** - **Data Centralization - Insight Engines:** 8.0/10 (Category avg: 9.0/10) - **Search Interface - Insight Engines:** 8.1/10 (Category avg: 9.0/10) - **Search Analysis - Insight Engines:** 8.1/10 (Category avg: 9.1/10) - **Ease of Use:** 8.5/10 (Category avg: 8.9/10) **Seller Details:** - **Seller:** [Dovetail Research Pty. Ltd.](https://www.g2.com/sellers/dovetail-research-pty-ltd) - **Company Website:** https://dovetail.com/ - **Year Founded:** 2017 - **HQ Location:** Sydney, Australia - **Twitter:** @hidovetail (2,181 Twitter followers) - **LinkedIn® Page:** https://au.linkedin.com/company/heydovetail (169 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Senior UX Researcher, UX Researcher - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 45% Mid-Market, 27% Small-Business #### Pros & Cons **Pros:** - Ease of Use (114 reviews) - Features (83 reviews) - Useful (51 reviews) - Insights (50 reviews) - Insights Analysis (48 reviews) **Cons:** - Missing Features (39 reviews) - Limitations (35 reviews) - Inefficient Tagging (28 reviews) - Complexity (25 reviews) - Feature Limitations (22 reviews) ### 9. [Elastic Observability](https://www.g2.com/products/elastic-observability/reviews) OpenTelemetry-native observability for fast, AI-driven root cause analysis Search, analyze, and act with logs, metrics, and traces. SRE leaders aim to proactively prevent downtime, simplify tool stacks, and reduce toil, but multi-cloud complexity and fragmented toolsets create visibility gaps that make it hard to stay ahead. OTel-native and AI-powered, Elastic Observability ingests and correlates petabytes of telemetry across your applications, services, and infrastructure, in real-time. Accelerate troubleshooting with built-in agentic workflows and an AI Assistant that goes well beyond chat to bolster team expertise and guide investigations, grounded with context from your organizational knowledge-bases. More data, more problems? Not anymore. Most observability and logging solutions weren’t built for today’s scale. Elastic is. Our architecture is designed to handle petabytes of logs with indexing, compression, and efficient searchable storage so you can keep all the telemetry you need, without breaking the bank. Store more, spend less, and resolve issues faster with a scalable, open, and extensible platform that unifies visibility across your entire environment. **Average Rating:** 4.2/5.0 **Total Reviews:** 88 **User Satisfaction Scores:** - **Data Centralization - Insight Engines:** 7.5/10 (Category avg: 9.0/10) - **Search Interface - Insight Engines:** 7.5/10 (Category avg: 9.0/10) - **Search Analysis - Insight Engines:** 9.2/10 (Category avg: 9.1/10) - **Ease of Use:** 7.3/10 (Category avg: 8.9/10) **Seller Details:** - **Seller:** [Elastic](https://www.g2.com/sellers/elastic) - **Company Website:** https://www.elastic.co - **Year Founded:** 2012 - **HQ Location:** San Francisco, CA - **Twitter:** @elastic (64,541 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/814025/ (4,986 employees on LinkedIn®) **Reviewer Demographics:** - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 52% Enterprise, 48% Mid-Market #### Pros & Cons **Pros:** - Ease of Use (7 reviews) - Alerting System (6 reviews) - Log Management (6 reviews) - Monitoring (6 reviews) - Features (5 reviews) **Cons:** - Learning Curve (5 reviews) - Difficult Learning (4 reviews) - Log Management (4 reviews) - Learning Difficulty (3 reviews) - Log Management Issues (3 reviews) ## Parent Category [Analytics Tools & Software](https://www.g2.com/categories/analytics-tools-software) ## Related Categories - [Enterprise Search Software](https://www.g2.com/categories/enterprise-search-software) - [Knowledge Base Software](https://www.g2.com/categories/knowledge-base-software) - [User Research Repositories](https://www.g2.com/categories/user-research-repositories)