
Market to AI agents
We help brands position themselves to appeal to their growing AI audience.
More and more buying starts with AI. Buyers ask AI assistants what to buy, and increasingly those assistants research, compare, and even purchase on a person's behalf. That makes the way AI describes a company to a buyer almost as important as the company's own website. Most brands have no idea what AI says about them, and no way to change it. We give them both: we measure what AI models actually believe about a brand, and we help reshape those beliefs through the proof points the company puts into the world.
We've grown fast with essentially one person running marketing and sales part-time. That's already proven that companies—from Fortune 100 to “Big Five” marketing agencies”—want this and that they will pay real money for it. The outbound we run today gets reply rates in the double digits (a recent campaign ran around 13%) because every company is thinking and worrying about this and many have carte blanche buying mandates.
Now we need someone to take the demand we've created and the motion that already works, land and expand it, systematize it so it scales, and then experiment in new directions to find the next channels and segments.
Outbound pipeline creation, from where we are today to scale. Three jobs:
The work is as much building as selling. You'll design the systems, workflows, and automations that make pipeline compound, with Claude Code (or another agent) as your force multiplier so one person can produce what used to take a team.
Bonus points for automated outbound flows you've built with AI tools, experience selling complex technology to non-technical buyers, an engineering background, or a competitive sport.
Base of $80–100k (early career, former SDR / junior AE / growth IC) or $100–130k (mid-career, you've built an impressive outbound system before), plus uncapped commission and meaningful founding equity.
We're backed by Y Combinator and the first investors in SpaceX, Uber, Stripe, Clay, and Notion.
Our values:
Will Jack (cofounder and CEO) has worked in AI research since 2014 and is the technical force behind our approach. He previously founded Khosla- and Greylock-backed Remedy Health, and worked at SpaceX after studying at MIT.
Keller Maloney (cofounder) was head of growth at 8VC-backed Gatsby and has built AI applications since 2019.
Sarah Xu (Head of GTM) is a repeat GTM builder with deep empathy for heads of growth and agencies. She drove 10X growth at Circle Medical (YC W17), built Ambience Healthcare's GTM from pre-revenue (which went on to raise $350M from Oak HC/FT, Kleiner Perkins, OpenAI, and a16z), and designed growth engines at Google.
AI agents are the newest audience brands need to speak to, but go-to-market teams don't have the tools to understand how they form opinions or make decisions.
Unusual helps brands in the Fortune 100 and scale-ups like Change.org and Astronomer drive more sales and win more market share by shifting how AI models perceive their offerings.
We work closely with every brand to (1) identify the root cause of AI misperception, (2) align on marketing, sales, and product strategies that appeal to agents, and (3) build infrastructure and content that makes their strongest proof more legible to agents.
Our methodology centers on applying black-box interpretability techniques to AI agents like ChatGPT and Claude to understand how they form opinions about a brand and its competitors. Seeing the why behind each opinion gives us the ability to create targeted interventions that change them.
Our team is ex- MIT, Princeton, and SpaceX
Why work at Unusual?