FTC Just Weaponized AI Output Steering. Here's What That Means for Your Marketing.

The Thing Nobody Was Supposed to Notice

On July 1st, the FTC dropped a proposed policy statement that basically said: if you use an AI tool that secretly steers its outputs in ways you don't disclose to consumers, that's potentially illegal.

Sound abstract? It's not. It's the regulatory equivalent of opening a door that changes everything about how you can use AI in marketing.

The policy centers on a concept called "output steering" - when an AI system is designed to guide its own responses based on hidden constraints, biases, or business interests that users can't see. Think of it like a search engine that ranks results for profit without telling you about the financial incentive behind the order.

The FTC's argument: if a company builds an AI that filters, ranks, or shapes its outputs based on undisclosed criteria, that could violate Section 5 of the FTC Act (the broad "unfair or deceptive practices" clause). And the person using that AI tool? You might be liable too.

For marketers, this is a problem.

Why This Matters Right Now

Most AI tools used in marketing - content generators, customer service bots, recommendation engines - are steered to some degree. They're optimized for engagement, brand safety, or commercial outcomes. But here's the gap: most companies using these tools don't know the steering exists, and they definitely aren't disclosing it to consumers.

If you're using ChatGPT to write copy, you're using a tool that's been steered to avoid certain content, favor certain tones, and optimize for OpenAI's values. If you're using a recommendation engine to suggest products, it's been steered to maximize purchase probability or order value. Neither of these are necessarily bad, but the FTC is saying: if you can't explain how the steering works, and you present the output as objective or neutral, you're in trouble.

The scariest part? The FTC is proposing to make this a strict liability issue. You don't have to intend to deceive. You just have to fail to disclose the steering mechanism.

The Disclosure Problem

The policy doesn't say "you can't steer AI outputs." It says "you can't steer them secretly."

But here's the practical nightmare: if you're using a third-party AI tool, do you even know how it's steered? Most of us don't. OpenAI doesn't publish the steering mechanisms in ChatGPT. Anthropic doesn't fully disclose how Claude filters responses. The major search engines don't openly explain their ranking algorithms.

So you're in a position where:

1. You use an AI tool to generate or optimize content
2. That tool is definitely steered (all tools are)
3. You don't actually know the details of the steering
4. But the FTC is now saying you're responsible for disclosing it
5. And if you present the output as if it's unbiased or neutral, you could be liable

This is a compliance time bomb with no obvious trigger. You can't disclose what you don't know.

What This Looks Like in Practice

Let's say you're a CMO running an ad campaign. You use an AI tool to generate ad copy, optimize bids, and personalize messaging. Each of those tools is steered - the ad copy generator is biased toward brand voice, the bidding algorithm optimizes for ROAS, the personalization engine is designed to convert.

Under the FTC's new framework, if you run that campaign without explicitly telling consumers that AI steered every element of what they see, you're potentially violating the law. And if a consumer challenges it, the FTC can argue you were "deceptive" by presenting AI-generated content as if it came from genuine marketing decisions.

Content creators face the same issue. If you use an AI tool to generate or enhance content, you're supposed to disclose that the tool steered the output. But most content AI tools' steering is opaque. So disclosure becomes either legally incomplete or admits to something you can't fully explain.

The Colorado Angle (And Why It Matters Beyond Colorado)

Colorado just passed its own AI bias law, which the FTC's proposal potentially conflicts with. The state law required companies to conduct impact assessments on AI systems, while the FTC is now saying companies also need to disclose output steering.

These aren't compatible frameworks. One requires technical analysis; the other requires consumer-facing disclosure. And they measure different things.

The FTC's move essentially tells Colorado (and any other state thinking about AI regulation) that federal consumer protection laws trump state-level technical mandates. It's a power play, not just a policy proposal. And it sets up legal chaos for companies operating across states.

What You Should Do This Week

If you're using AI in marketing, the smart move isn't to panic. It's to document. Start keeping records of:

1. Which AI tools you use - and for what (copy generation, personalization, optimization, etc.)
2. What you know about how they're steered - read the privacy policies and T&Cs again. Most bury the steering mechanism in "we optimize for quality" or "we apply safety filters."
3. What you disclose currently - do your ads, emails, or content say "this was AI-assisted" or "this output was optimized for [X]"?
4. Gaps between 1-3 - where are you using AI without disclosing the steering?

Then, depending on your industry and audience, decide: are you legally safer disclosing the steering upfront, or is implicit use acceptable given your T&Cs with customers?

The Bigger Picture

The FTC's policy is less about banning AI and more about forcing transparency. That's actually reasonable. The problem is the execution.

You can't force marketers to disclose the inner workings of tools they don't fully control or understand. You can't make output steering "neutral" when all AI systems are steered by design. And you can't regulate this without creating friction between federal law and state law.

What the FTC has done is create a new liability vector. Using AI in marketing now comes with regulatory risk that didn't exist six months ago. That risk is real, and it compounds the further down the AI-assist chain you go.

The smart move? Use AI, but use it deliberately. Know what you're steering toward, disclose it where relevant, and keep records. The FTC isn't trying to shut down AI in marketing. It's trying to make sure nobody pretends they're not using it.