AI is genuinely useful for a small team in a few narrow places, and mostly a liability everywhere else. Knowing the difference saves time and protects brand voice.
Where it helps
- First-draft ad copy variants for testing, reviewed and edited by a person before spend.
- Customer service triage, sorting and drafting responses to common questions.
- Data summarization, turning a spreadsheet of ad performance into a readable weekly summary.
Where it doesn't
Anything customer-facing that depends on real story, real craftsmanship, or a real founder voice loses something when it's fully AI-generated. Customers in specialty retail and craft categories can usually tell.