• Review images and videos using predefined evaluation guidelines and scoring frameworks • Assess realism, composition, lighting, motion, camera movement, and production quality • Provide clear written justifications for evaluation decisions • Maintain high consistency and accuracy across large annotation workloads • Identify quality issues and inconsistencies in generated or real-world media • Apply structured reasoning when following complex annotation instructions • Incorporate feedback and guideline updates into ongoing annotation work • Collaborate with remote teams working on AI training data and evaluation

• Create realistic prompts based on common small business situations and goals • Interact with multiple AI chatbots and compare response quality • Evaluate outputs based on **accuracy**, **clarity**, **usefulness**, and business relevance • Review AI-generated visual and written business content • Assess workflows involving spreadsheets, PDFs, images, and business documents • Provide structured comparative feedback and scoring • Submit completed evaluation reports and conversation transcripts • Test AI handling of customer communication and operational scenarios • Contribute business insights related to marketing, research, and financial planning • Follow detailed evaluation guidelines and quality standards

• Design realistic business and operational workflow scenarios for AI evaluation systems • Create structured tasks involving analytics, reporting, operational reasoning, and process optimization • Develop clear task specifications, expected outcomes, and validation logic • Identify operational edge cases, bottlenecks, and workflow failure scenarios • Evaluate AI-generated outputs for reasoning quality, usefulness, and accuracy • Contribute expertise across business operations, analytics, automation, or operational systems • Review and improve workflow complexity, clarity, and evaluation quality • Collaborate with reviewers and researchers to refine AI benchmark scenarios • Help create realistic multi-step business and operational problem-solving tasks

• Introduce B12 to small businesses building or growing online • Create content formats like Sponsored YouTube videos or TikTok • Engage with founders, freelancers, and small business owners.