Staff Product Manager: Agentic Discovery

Staff Product Manager, Agentic Discovery About Us Constructor powers product search and discovery for some of the largest retailers in the world. We serve billions of requests every week, and you've probably seen our results somewhere and used our product without knowing it. We differentiate ourselves by focusing on metrics over features, and reinventing search and discovery from the ground up as a machine learning challenge with the specific goal of improving metrics like revenue. We're approximately doubling year over year despite the market slowing down and have customers in every eCommerce vertical. We're a passionate team of technologists who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they think is best can lead to great things. Job Summary We're looking for a systems-minded, AI-native Staff Product Manager to help lead the next chapter of Constructor: Agentic Discovery. As commerce shifts toward agentic experiences, we're investing heavily in a portfolio of AI-powered surfaces — our AI Shopping Assistant, Product Insights Agent, Prism recommendations, and more to come — that change how shoppers discover products and how businesses run discovery. This is a high-leverage, high-ambiguity role. You'll own two things at once: helping our agentic experiences scale from promising experiments into a repeatable, reliable engine, and giving the business teams who depend on them the same transparency and control over agentic experiences that they have today over traditional search. You'll start by owning the business tooling and dashboards for agentic discovery — the experiences that let business teams see what our agents are doing, why, and to what effect, so they can execute faster and steer with confidence. Over time, your mandate grows to setting direction for the entire Agentic Discovery chapter: the on-site agentic experiences, the offsite/agentic surfaces, the integrations that connect them, and the agentic tooling underneath. This is a Staff role today with a clear path to Director as you take on chapter-wide leadership. Agentic discovery at Constructor is fundamentally an AI and machine learning problem, so this role lives and breathes it. You'll partner closely with ML, engineering, design, and go-to-market to turn new agentic capabilities into experiences that ship, prove value, and stay under our customers' control — and serve as the connective tissue that aligns multiple teams behind one coherent vision for agentic discovery. If you're excited about defining a brand-new category, being held to real usage and business outcomes, and giving businesses control over the AI experiences shaping their storefronts, this role is for you.

What You'll Do

Own business impact, not features. Drive measurable lift in usage and business outcomes — conversion, revenue, engagement — across Constructor's agentic experiences. Give businesses transparency and control. Build the dashboards and tooling that let business teams see what agentic experiences are doing, understand why, and steer them — closing the gap to the control they have in traditional search. Scale experimentation. Turn one-off agentic experiments into a repeatable, scalable way to launch, measure, and improve new agentic interfaces — cutting time-to-launch. Set chapter vision and strategy. Define the multi-quarter direction for Agentic Discovery — where we're heading and why — tie it to customer business outcomes, and rally teams behind it. Lead the business-tooling and dashboard experience first. Own its strategy and roadmap, and make agentic behavior and impact visible and actionable for business users. Orchestrate across surfaces. Unite on-site agentic experiences, offsite/agentic surfaces, and integrations behind one definition of agentic discovery success, so improvements compound instead of colliding. Turn AI capability into shipped experiences. Partner with ML and engineering to take agentic and LLM-powered experiences from idea to production, balancing quality, latency, cost, and reliability. Make success measurable. Define and instrument the metrics — go-live velocity, usage, engagement, business outcomes — that tell us whether agentic discovery is working. Keep it trustworthy. Treat explainability, control, and guardrails as first-class requirements so customers trust and adopt agentic experiences. Grow the mandate. Expand from business tooling into chapter-wide leadership across the full agentic portfolio and the integrations beneath it. What Success Looks Like Within your first year, you will have: Shipped a dashboard and tooling experience that gives business teams real transparency into and control over Constructor's agentic experiences, adopted by internal teams and customers. Driven measurable lift in the usage and business impact (conversion, revenue) of agentic experiences across multiple customers. Stood up a repeatable process for launching and experimenting with new agentic interfaces, measurably shortening time-to-launch. Defined the core metrics for agentic discovery and made them visible in one place. Begun uniting the on-site, offsite, and integrations teams behind one coherent direction for the chapter. What We're Looking For Extensive product management experience (typically 8+ years) in AI/ML, agentic, search, or discovery products, including time operating at a senior or staff level. A track record of moving business metrics at scale — usage, conversion, revenue, engagement — not just shipping features, and of setting strategy across multiple teams. Experience building for business users/operators (merchandisers, category managers, or similar) — especially the tooling, dashboards, and controls they rely on. Strong AI/ML/LLM product depth — understands how agentic and LLM-powered experiences work and can rea