What AI can and cannot do in marketing

Plain meaning

I use AI to draft content, segment audiences, and summarize performance, and I do not let it set my goals, own my voice, or approve final decisions. In plain words, I treat AI as software that predicts likely text or actions from patterns in data. It is fast at repeatable tasks, and I do not rely on it for judgment, context, or accountability.

Where AI helps

• Content: I create outlines, first drafts, summaries, and variations that I edit. I generate alt text and meta descriptions to speed routine work.
• Targeting: I group audiences by behaviors I already collect, like pages viewed or topics requested. I avoid inferring sensitive traits, and I confirm privacy and consent rules with an attorney.
• Measurement: I organize feedback into themes, flag odd spikes, and compare messages across channels. I use structured data such as schema markup to label content so assistants can understand it.
• Assistants: I use AI phone and chat agents to answer common questions, capture leads, and warm transfer to a person when needed.

What I keep human

• I keep strategy, goals, and offers human.
• I own brand voice, claims, and compliance checks.
• I give final approval before anything public goes out.
• I handle escalations, complaints, and sensitive conversations.
• I make decisions from metrics, not just the reports.

Guardrails I use

• Define use cases: I list three tasks to automate now, and I keep a do-not-automate list for legal notices, policy text, and refunds.
• Human review: I fact check names, dates, and claims. I edit for voice and clarity before publishing.
• Data hygiene: I do not paste secrets or customer identifiers into tools. I limit access based on role.
• Transparency: I note when content had AI assistance and I keep a change log in my project tracker.
• Evaluation: I spot check batches, and I test on a small audience before wide release.
• Measurement: I mark assisted campaigns in my analytics. AppWT Analytics shows AI assistant referrals and AI crawlers separately so I see what is real traffic.
• Fallbacks: I set clear handoff rules so agents route unclear or high-risk cases to a person fast.

If you want help applying these guardrails, I offer Marketing > AI Consulting & Strategy. I also set up AI Visibility (AIVO/AEO/GEO) and Schema & Structured Data, provide AppWT Analytics and AI phone and chat agents, and offer SEO Training.