Perspective
AI + Technology

“Just Kidding” Doesn’t Unwind Reliance.

In AI, SaaS and customer-facing technology, the line between clever marketing and avoidable exposure is often whether the customer reasonably believed you.

ByCaitlin Donovan|Founder & Strategic Counsel, PPSC Counsel—August 21, 2026

April 1 always brings out the pranksters. Apparently, it also brings out a newer category of corporate risk: the fake product launch followed by a “just kidding” after customers have already started paying attention.

I love a good joke. I am probably more tolerant than most lawyers of a little strategic chaos, and I have absolutely no interest in becoming the person in the room who kills every interesting idea because something theoretically could go wrong. But there is a meaningful difference between a joke and a representation that customers, users, partners or investors could reasonably understand as real. The difference usually has less to do with whether the company intended to be funny and much more to do with what everyone else reasonably understood was happening.

Businesses do not communicate in a vacuum. A product announcement may be obviously clever marketing to the team that created it, but the people receiving it bring their own context: what the company ordinarily announces, what its products actually do, how plausible the new offering appears, whether there is a polished landing page behind it, and whether anything signals that the announcement should not be taken seriously. The more credible the presentation, the less useful “we were joking” becomes as a universal escape hatch.

Imagine a company announcing a new AI feature with all the trappings of an ordinary product release. The branding is polished. The functionality sounds plausible. There is a landing page. Maybe users can even interact with some version of it. Nothing about the announcement clearly tells the audience that it is satire. Customers start sharing it, discussing how they might use it, circulating it internally or making decisions based on the assumption that the feature exists.

At that point, the company has created something quite different from an inside joke. It has created reliance risk.

That does not mean every April Fools’ post creates contractual liability, nor does every confused customer suddenly have a viable legal claim. The analysis depends on what was actually said, who said it, who received it, the surrounding circumstances, the terms governing the relationship, and whether anyone reasonably acted in response to the representation. Depending on the facts, consumer-protection rules, advertising standards, contractual principles and other legal doctrines may also matter.

But that nuance is exactly why the issue deserves more thought than “everyone knows it was a joke.”

Sometimes they don't. And “just kidding” does not automatically rewind what happened while people believed you.

This is particularly important for technology and AI companies because trust is increasingly part of the product itself. Customers are already trying to understand what AI-enabled products actually do, what happens to their data, how outputs are generated, where automation ends and human involvement begins, and whether the capabilities being marketed exist in the form they reasonably expect. Companies are asking customers to make decisions in an environment where the technology is moving faster than most people's ability to develop reliable intuition about it.

Against that backdrop, deliberately blurring the line between a real capability and a fictional one can be more consequential than the marketing team intended.

The question I would ask before launch is not simply, “Is this funny?” It is: What will a reasonable person on the other side think we are telling them?

If the answer is that they could reasonably believe the announcement is real, there are more questions worth asking. Could someone buy something, sign up for something, delay another purchase, change a business decision or circulate the announcement internally because of it? Does the presentation make the joke apparent before—not after—the audience acts? Does the humor depend on customers misunderstanding something material about the company or its product? And if a screenshot is still circulating three days later without the original context, does the joke still work?

That last question matters more than people think. The internet is exceptionally good at separating statements from their context. A clarification posted later may not travel with the screenshot, quote, press coverage or social post that created the original impression. Something that feels obviously temporary inside the company can become a surprisingly durable representation once it leaves the company's control.

None of this means companies need to become boring. Please don't.

Creativity is useful. Personality is useful. Humor can make a brand considerably more human. Lawyers should be capable of helping businesses do interesting things rather than stripping every interesting idea of the thing that made it interesting in the first place.

The legal team's job is not necessarily to say no to the joke. It is to understand the joke well enough—and the business well enough—to help decide where the line is.

Sometimes that means making the satire more obvious. Sometimes it means changing a claim that looks a little too much like a genuine product representation. Sometimes it means thinking about timing, disclaimers, user flows or how the content will circulate outside its intended audience. And sometimes the conclusion really is that the risk is minimal and everyone should go have fun.

That is what practical legal review should look like: not extracting every ounce of personality from an idea, but pressure-testing what happens when that idea meets the real world.

Because the best time to decide whether the punchline creates legal, commercial or reputational risk is before the launch button gets pushed.

And if the strategy ultimately depends on explaining afterward that everyone should have known you were kidding, it is probably worth another look.

This article is general information, not legal advice. Reading or sharing it does not create an attorney-client relationship with PPSC Counsel, PLLC.

The cookies are boring. PPSC isn’t.

PPSC does not use advertising cookies or behavioral tracking technologies. The site may use limited cookies or similar technologies needed for security, functionality and site operation. For more information, see the Website Privacy Policy.