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Manicule

Category: AI Agents

Manicule is a Y Combinator P26 startup that pioneers Agent Relations (AgentRel), helping developer-tool companies get discovered, recommended and used by AI agents. Manicule was founded in 2025. The company is led by Naman Bansal. Based in San Francisco, United States. Team size: 1-10. Total funding raised: $1.3M. Latest round: Seed. Key investors include Y Combinator, Broom Ventures, angel investors from the tech industry.

Founded
2025
Headquarters
San Francisco, United States
Team size
1-10
Total funding
$1.3M

Value proposition

Executes end-to-end the docs, technical content, distribution and evals that make AI models recommend and actually use a client's product, rather than only tracking AI visibility in a dashboard.

Products and solutions

AgentRel services (strategy, docs rebuilds tested by coding agents, technical content, benchmarks, Reddit/X/LinkedIn distribution), Agent visibility software that tracks how ChatGPT, Claude and Gemini describe and recommend a brand

Unique value

Half the cost and twice the speed of a DevRel hire; combines internal agent automation with human oversight and attributes results to AI visibility and revenue

Target customer

Developer-tool and technical software companies (initially devtools, with plans to expand to other software sectors)

Industries served

Developer tools, AI infrastructure, software/SaaS

Technology advantage

Custom internal agent rails for technical writing, research and distribution, which the company says gives 5x the capacity of traditional agencies; docs are verified by running coding agents through real tasks against live APIs

How they differentiate

Competitors are mostly AI-visibility tracking/monitoring tools. Manicule executes the work (docs, content, distribution, evals) and enables agents to register, test and use products, while also offering its own tracking software.

Main competitors

Profound, Peec AI, Otterly

Key partnerships

Backed by Y Combinator (P26, partner Aaron Epstein), client collaborations with Supermemory, Greptile, PromptLayer, Bright Data, Courier

Notable customers

Supermemory, Greptile, PromptLayer, Bright Data, Courier, Agentmail, Reducto

Major milestones

Joined Y Combinator Spring 2026 (P26) batch, announced $1.3M seed on Oct 27, 2026 co-led by Y Combinator and Broom Ventures

Growth metrics

8 employees (YC listing); Supermemory case study: 90% more traffic in 3 months, 1M+ SEO impressions, +30% answer success after docs rebuild, 200K+ views on Reddit benchmarks

Market positioning

Early-stage pioneer of the Agent Relations (AgentRel) category, positioned as DevRel for AI agents and an execution-led alternative to AI SEO/GEO dashboards

Geographic focus

United States / global developer-tools market

About Naman Bansal

Fractional DevRel consultant since age 13 for PromptLayer, Bright Data and Courier; led growth at Supermemory; Y Combinator P26 founder. Press says he skipped university (Crunchbase lists National University of Singapore).

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