Vibe Coding Quiz: How Ready Are You for the New Software Economy?

A small business owner is considering three AI marketing tools, all with similar feature sets. Which evaluation question is MOST important for long-term cost management?

Which tool has the most integrations in their marketplace? Which tool has the best-designed user interface? What is the pricing at the volume I'll be using? (Many tools have low entry prices that become expensive at scale) Which tool was most recently founded?

What is the most effective first step when asking an AI to write a professional email on your behalf?

Write the email yourself first, then ask AI to make it longer Provide the context — who the recipient is, what the goal is, and what tone is appropriate — before asking for a draft Ask for the email without context and then copy it directly Use the AI's default style so it doesn't sound AI-generated

A small law firm uses an AI document tool that stores all case materials. They are considering switching providers. What vendor-related risk should they have addressed during onboarding?

Whether the existing provider offers referral discounts Whether the new provider offers a lower price Whether case documents can be exported in standard formats — allowing migration without data loss if they switch providers Whether the AI was trained on legal documents

A personal trainer spends 5 hours per week trading emails to schedule client sessions. What AI-powered solution most directly eliminates this?

An AI chatbot that discusses scheduling via email but still requires the trainer to confirm each booking An AI tool that analyzes the emails and suggests responses A spreadsheet that clients fill in with their preferred times A scheduling tool like Calendly that lets clients book directly based on the trainer's availability — eliminating scheduling email threads entirely

A small business evaluates an AI tool and discovers it will fine-tune its model using the company's customer data to improve future recommendations. What is the most important consideration before agreeing?

Whether fine-tuning on small business data produces measurably better results Whether the model improvement will be visible to the business within 30 days Whether the model will be available to the business for download Whether using customer data for model training complies with the business's privacy policy and applicable data protection regulations — and whether customers consented