Manicule
Manicule gets your product discovered and used by AI agents. Docs, GEO, and social content
Manicule provides a service called AgentRel, which it describes as agent relations for B2B software. The core problem it addresses is that AI agents are increasingly the users that discover and interact with software products, rather than human developers alone. Manicule helps companies make their products findable and usable by these agents, by managing the documentation, content, and data that agents rely on.
The service includes a structured process to audit and rebuild documentation, optimize it for both human developers and AI agents, and verify that code examples work against the actual API. After launch, Manicule produces ongoing content and distributes it across social channels. The company also provides data on how agents interact with a product and monitors for changes that could affect agent performance. The offering is backed by investors and has served companies including Skyvern, xpander.ai, and Context.dev.
Manicule is aimed at B2B software companies that want to be discovered and used by AI agents. The company offers a free docs audit to assess how a product’s documentation appears to agents. Beyond that, the service is packaged as an ongoing engagement that includes documentation infrastructure, content creation, and distribution, with the company taking ownership of execution and reporting on outcomes such as impressions and inbound interest.
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