Organic Growth Marketer for AI Agent Evaluation

Role Overview

Help create realistic simulated marketing environments that evaluate and improve AI agents performing organic growth work. These environments mirror a marketing organization’s real tools, including email, storage, CRM, project management, social media management, web analytics, AEO and SEO tools, advertising platforms, CMS, product analytics, and support systems. You will shape the briefs, artifacts, judgment calls, and intentionally embedded issues that distinguish strong marketing practice from weak or incomplete analysis.

Key Responsibilities

• Create task briefs based on organic growth work you have personally performed, defining the embedded issue each task tests and the conclusion a strong practitioner should reach.
• Specify the documents, dashboards, personas, and tool states needed to make each scenario realistic.
• Write or review reference answers and evaluation criteria that separate high quality responses from plausible but incorrect ones.
• Assess AI agent attempts against the standards you establish.
• Develop scenarios involving messy or conflicting data diagnosis, prioritization and tradeoffs, planning and execution, QA and reconciliation, triage and escalation, research and evaluation, reporting, and multistep work across multiple tools.

Organic Growth Scope

Work may cover search and answer engine visibility, content led acquisition, technical and on page diagnosis, keyword and topic prioritization, web and pricing journey optimization, and funnel diagnosis for organic traffic.

Qualifications

• Hands on experience owning organic growth, SEO, or AEO work, rather than solely managing others who perform it.
• Fluency with Google Analytics 4, Google Search Console, Semrush or Ahrefs, and a CMS such as Contentful.
• Experience building AI training environments, reinforcement learning environments, or simulated case studies is strongly preferred.
• Rubric Academy or Rubric Bootcamp certification is strongly preferred.
• Clear written reasoning and the ability to explain why a decision is correct.

Work Terms

• Hourly engagement.

Compensation

$60 to $100 per hour.

Application Process

Applicants complete a brief multiple choice knowledge screening assessment for this organic growth subdomain before their application is reviewed.