Topical

Topical is a platform that delivers continuous, curated intelligence from the web to both AI agents and human teams. It monitors topics, tracks changes, and aggregates relevant content into digestible summaries—sent weekly or on-demand. For AI agents, Topical provides structured topic memory, real-time monitoring, and webhook-based delivery so agents can act on fresh information without redundant searches. For marketing teams, it offers competitor and category intelligence, surfacing launches, pricing shifts, and trends. The service automatically filters junk and highlights the most relevant links, making it a practical tool for staying informed in any niche. Topical is designed for professionals who need to keep pace with fast-moving industries. It reduces the time spent manually gathering news by delivering a clean, AI-filtered summary directly to Slack or via API. The platform is especially suited for developers building AI agent workflows, marketers tracking competitors, and teams wanting a shared weekly digest. Its core differentiator is combining human-friendly summaries with machine-readable feeds, bridging the gap between team communication and autonomous agent systems. The product works by allowing users to define topics or categories they care about. Topical then scans the web, applies relevance filtering, and aggregates the best links into a scheduled post. For AI agents, it offers an API with webhook delivery, enabling agents to receive structured updates and detect changes over time. Currently, Topical is in beta for the AI agent feature and offers a free plan for basic Slack integration. While Topical excels at streamlining content aggregation, its value depends on the quality of topic definition and the breadth of sources it can access. The AI agent feature is still in beta, and the platform primarily supports Slack as a delivery channel for teams. It may not replace deep-dive research tools but serves well as a lightweight intelligence layer.