Guru vs Signal AI

Guru is a paid knowledge platform for publishing trusted answers inside an organization. It combines a unified retrieval index and hybrid search across connected sources with Knowledge Agents that answer questions using governed content, citations, and permission-aware access. Guru connects to more than 100 enterprise tools, including Slack, Microsoft Teams, Salesforce, Zendesk, Confluence, and SharePoint. Automated verification uses usage signals, content age, and policy rules; Guru says this handles approximately 80–90% of verification. MCP support lets compatible AI tools and agents access the governed knowledge layer. A browser extension for Chrome, Microsoft Edge, and Opera surfaces answers in the workflow. Mobile apps support searching, viewing, sharing, and copying Cards, with listed requirements of iOS 12.1 or later and Android 10. Connected-source permissions carry across surfaces, alongside role-based access controls and single sign-on. Guru lists SOC 2 Type II auditing, GDPR support, Microsoft 365 and Google CASA certifications, and optional HIPAA agreements. Pricing is custom and available on request.

Signal AI provides reputation and risk intelligence for organizations tracking external information about brands, competitors and business risks. Its platform covers more than 226 markets and 120 languages, and its AIQ engine processes over 5.5 million articles daily. Reputation monitoring searches media, podcasts, broadcasts, regulatory documents, social media and LLM citations, with continuous monitoring of saved searches. Analytics surface themes, high-impact stories, narrative opportunities and potential business risks. The platform offers unlimited real-time alerts for coverage and developing narratives, while article-level unique visitor counts come through partnerships with more than 5,000 publishers. Risk tools map an organization’s risk register against external signals and provide assessments with impact, likelihood, trajectory and time horizon. Ask AIQ retrieves relevant data and generates answers about coverage, competitors and risk exposure. API access covers reputation and risk endpoints, and MCP support is offered for LLMs and AI agents including Claude, ChatGPT and Copilot. Insights link to published material, and Signal AI describes its data as licensed and source-traceable. Pricing is on request; access is via web and API.