Manicule raises $1.3M to help AI agents find and use software

Manicule, a Y Combinator-backed startup founded by two 18-year-olds from India, raised $1.3 million in seed funding to build an “Agent Relations” system for technical brands. The company aims to replace passive AI visibility dashboards with automated execution that helps software get recommended and used inside AI tools.

Why it matters: - Software buyers are shifting from search engines to AI chat interfaces such as ChatGPT, Claude and Google AI Overviews. - Manicule is trying to turn AI visibility from monitoring into execution, a shift that could change how technical brands win discovery and adoption. - The startup is targeting seed to Series C developer tools companies, a market where being recommended by AI systems can directly affect signups and usage.

What happened: - Manicule announced $1.3 million in seed funding on SAFEs. - Y Combinator and Broom Ventures co-led the round. - Strategic tech angels also participated. - The San Francisco-based startup describes its model as “Agent Relations” or “AgentRel.”

The details: - Manicule says its system replaces passive analytics dashboards with an automated execution engine. - The company says the product helps AI models recommend and execute client software rather than only tracking visibility. - Manicule focuses on two main workflows: AI visibility and recommendation, plus autonomous agent onboarding. - For AI visibility, the startup structures technical content, API documentation and benchmark research so large language models recommend a client’s platform. - For autonomous onboarding, Manicule reworks documentation and authentication flows so AI agents can sign up, test and carry out tasks inside products. - The startup says its internal agents and human oversight let a lean team operate at 5x the capacity of traditional agencies. - Manicule says the round will fund core engineering, internal agent automation and more technical account capacity. - The company is initially focused on the $170 billion developer tools market. - Manicule says it will later expand its frameworks across broader software and technology categories. - Manicule works with customers including Supermemory, PromptLayer, Bright Data and Courier. - The company was founded in 2026 by Naman Bansal and Shreyans Jain. - More information is available on Manicule’s website.

Between the lines: - The funding round is also a validation play for a new category name, not just a product launch. - Manicule is arguing that AI discovery is becoming an operational problem, not a reporting problem. - The startup is positioning itself against AI SEO incumbents that sell dashboards and monitoring software. - Y Combinator General Partner Aaron Epstein said agents are making software-buying decisions and that strong AgentRel will help determine winners. - Bansal said passive tracking dashboards do not bring in customers and that Manicule handles execution end to end. - Jain said foundation models struggle with developer tone and technical accuracy, framing the product as an engineering problem. - The company’s pitch leans on two young founders with technical marketing and software-building backgrounds.

What’s next: - Manicule plans to use the new capital to scale engineering and expand its technical account team. - The company will keep refining its internal automation systems as demand from enterprise customers grows. - Manicule is expected to push its AgentRel framework beyond developer tools if the model works in the initial market.

The bottom line: - Manicule is betting that AI agents, not human searchers, will become the main gateway to software discovery—and that execution, not dashboards, will decide who gets chosen.