Product & Business Analyst — AI Generalist

*Role: Product & Business Analyst — AI Generalist

Company: Solenoid

Experience: Typically 2–3 years

Employment: Full-time

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About the role

We are looking for a resourceful generalist who combines analytical thinking, attention to detail, and practical use of AI tools to execute work across product development, business research, and marketing.

You will work closely with the founder, GTM founding team members, and developers across multiple ventures. Your responsibilities may range from researching a business opportunity and executing a marketing initiative to building an entire product alongside developers using AI tools.

You should be comfortable taking an unclear idea, asking the right questions, breaking it into actionable steps, and owning execution through completion.

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What you will do

Research and recommend: Investigate markets, competitors, customer needs, pricing, and business - opportunities. Verify information and turn findings into clear, practical recommendations.

Translate ideas into product requirements: Create product briefs, user flows, feature specifications, user stories, acceptance criteria, and actionable development tasks.

Build products using AI tools: Work alongside developers throughout the product lifecycle—from defining features and generating interfaces with AI tools to implementing functionality, testing, launching, and improving the product. Depending on the task, independently build smaller features, landing pages, internal tools, and automations.

Coordinate product execution: Prioritize tasks with the founder and GTM leads, clarify requirements, track progress, resolve dependencies, and verify that delivered features meet the intended business need.

Support marketing and GTM execution: Help founding team members with customer research, outreach preparation, positioning, landing pages, campaign execution, and experiment tracking.

Analyze results: Use spreadsheets, customer feedback, and product or marketing data to identify patterns, diagnose problems, and recommend improvements.

Own quality and follow-through: Check facts, calculations, content, functionality, and user journeys before sharing or releasing work. Flag blockers early and complete assigned tasks reliably.

Who we are looking for

Typically 2–3 years of experience in product analysis, business analysis, product operations, a founder’s office, or an early-stage startup.

Strong analytical thinking and attention to detail.

Hands-on experience using AI tools for research, analysis, product development, and execution.

Ability to critically review AI-generated outputs, identify errors, and improve them using independent judgment.

Technical curiosity and a basic understanding of software products, APIs, databases, and integrations.

Clear communication and the ability to work effectively with developers and business stakeholders.

Comfort working across different categories of tasks, learning unfamiliar tools, and managing changing priorities.

An ownership mindset: you take responsibility for producing a useful outcome and following it through to completion.

Tools you may use

You should be comfortable learning and selecting tools based on the task:

AI assistants: ChatGPT, Claude, Gemini, or equivalent.

Product development: Cursor, Claude Code, Replit, Lovable, Bolt, or similar tools.

Analysis: Excel or Google Sheets; basic SQL is a plus.

Automation: n8n, Make, Zapier, or similar platforms.

Task management: Notion, Jira, ClickUp, or equivalent.

Basic coding, API testing, website analytics, and marketing execution experience would be valuable.

Examples of work you may own

Research competing SaaS products and recommend features, positioning, and a pricing hypothesis.

Turn a founder’s idea into requirements and work alongside developers to build and launch the product using AI tools.

Create an internal tool or automation that reduces repetitive manual work.

Help a GTM lead execute a landing page and outreach experiment, then analyze the results.

Test a product end to end, document issues clearly, and coordinate fixes through completion.

How success will be measured

We will assess the accuracy of your research, clarity of requirements, contribution to working products, quality of execution, and reliability of follow-through. Your ability to learn quickly, catch mistakes, solve problems independently, and complete useful work matters.