The Client Questions Nobody Asks About AI Content (But Should)

In my experience, most people on a discovery call ask about deliverables, timelines, and price. Which makes complete sense. Those are real things that matter. But there is a whole category of questions that almost never comes up until something goes wrong, and by then the conversation is a lot less pleasant.

These are the questions I would be asking if I were the client. And the fact that most people are not asking them is, to be fair, part of why there are so many businesses quietly dealing with AI content that is not doing what they thought it would.

Is this content being reviewed by a human before it goes out, and who is that person?

Not a quick scroll.

A real review by someone with enough context about your brand and your audience to catch the things the AI gets wrong.

Ask who it is. What their background is. What specifically they are checking for. If the answer is vague, that is information.

How do you make sure the content sounds like us and not like everyone else?

This is the brand voice question and it is the one that gets glossed over most often in pitches because the honest answer requires admitting that generic AI output is a real risk that requires real work to address.

Ask for specifics. What is the actual process for capturing and maintaining brand voice? A questionnaire is not an answer. That is a starting point. Our Voice Forensics system extracts the way someone speaks and then trains AI to create content in their brand voice. If they don't offer something similar, move on.

What data are you putting into your AI tools when you work on our account?

This one is worth asking directly.

If an agency is entering your client information, your internal strategy, your unpublished content, or your proprietary processes into public AI tools with default privacy settings, that information is no longer contained.

Most clients never think to ask. Most agencies never think to volunteer it.

You should make sure they are using AI responsibily.

Can you show me content that did not perform well and what you did about it?

I always trust the person in the room more when they can tell me about a failure than when they can only show me wins.

The AI content space is new enough that everyone has had things not work. The agencies with real experience can walk you through it.

The ones without it will either go quiet or pivot to another case study.

What happens to our content and our account if we decide to leave?

Who owns the content? Do you have access to your own analytics and accounts? Is there a handoff process, or does everything live inside their system?

These are not adversarial questions. They are basic due diligence, and any credible agency will answer them without hesitation.

Why nobody asks these things

Honestly, because the pitch is good and the process feels overwhelming and people want to believe the problem is solved.

I get it.

I have been on the other side of that table more times than I can count. But the questions that feel slightly awkward to ask in the proposal stage are the ones that prevent the much more awkward conversations later.

Ask the questions. The agencies worth working with will not flinch.

And if you want to have that kind of conversation with us first, that is what discovery calls are for. Book a strategy call and start the conversation.

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About the Author

Angie Pelkie is a Business Development Strategist at Imagine Social, where she focuses on helping brands integrate AI into their marketing and operations. She guides business owners and professionals through the shift to AI-driven systems that build visibility, credibility, and long-term growth.

At Imagine Social, we specialize in AI-powered websites, content engines, and marketing systems that generate leads and protect brand authority across Google, AI platforms, and voice search. Our team of digital marketing and AI experts is setting new standards in how businesses adapt to search, content, and automation in 2025 and beyond.