Answer
Do you have to tell customers they are talking to AI?
It depends on where the customer is and what you do. Several states now require it, and the trigger differs between them.
In several states, yes, and the trigger varies: some require it only when the person asks, some require it proactively in regulated professions, and some attach it to particular kinds of interaction. Where the customer is decides which applies.
There is no single national answer, and the assumption that there is one is the source of most of the exposure. Several states have enacted requirements covering automated interactions with consumers, and they differ in what triggers the obligation. Some require disclosure only in response to a direct question from the consumer. At least one requires professionals regulated by the state to disclose proactively when providing regulated services. Others attach the requirement to particular categories of interaction rather than to the profession.
The consequence is that the applicable rule usually follows the consumer rather than the business. A firm operating in one state serving customers in several is subject to the requirements of the states its customers are in, which means the practical question is where your customers are and not where you are registered. For a business selling locally that is straightforward; for anything online it is not, and the safe assumption is the broadest requirement among the states you serve.
The regulated-profession case is worth isolating because it catches people who would not expect it. Where a state requires proactive disclosure by professionals it licenses — the categories vary and have included health, accounting and design professions — an automated interaction while providing the regulated service carries an affirmative obligation, not one triggered by being asked. If your business holds a state licence, the question is a licensing question rather than a consumer protection one.
The practical response is to disclose by default, which is cheaper than tracking the variation and has an operational benefit that is easy to miss. A customer who knows they are talking to a system sets appropriate expectations, escalates sooner instead of becoming frustrated, and does not experience the specific unpleasantness of realising it after being misunderstood twice. Businesses that disclose generally report better interactions rather than worse ones.
Two things the disclosure has to be to work. Clear, in the sense that it is stated rather than buried in terms nobody reads, and available at the point of interaction rather than in a policy page. And accompanied by a route to a person, since the value of knowing is largely the ability to act on it. A disclosure with no escalation is a notice that you will be talked at by a system for the duration.
This is an area where the law is moving, which argues for building the disclosure and the escalation into the design rather than treating them as compliance to be added. A system built with both is unaffected by a new requirement; one built without them requires a change to the product when a state you serve enacts something.
The question is not whether your industry requires disclosure; it is where the person on the other end happens to be sitting.
Siddharth Sharma, Context Theory
Related questions
Does this apply to email and messaging as well as chat?
The requirements are generally written around interactions with consumers rather than around a channel, so the analysis follows what the interaction is rather than how it is delivered. An automated exchange that a reasonable person could take for a human employee is the case being addressed, whatever it runs on.
Is there a penalty for not disclosing?
It varies by state and at least one has attached a private right of action, which means the consumer can bring a claim directly rather than relying on an agency to act. That is a materially different exposure profile from an enforcement-only regime and it is worth knowing which kind applies where you operate.
METHOD
Every figure below carries its source and the date it was verified. Nothing on this page is asserted.
The numbers on this page.
| What | Value | Specific to |
|---|---|---|
| Firms that never responded to a web enquiry at all | 23% | Category-wide |
| Sub-15-minute compliance — automated routing vs manual only | 62.5% vs 39.1% | Category-wide |
Oldroyd, McElheran & Elkington, "The Short Life of Online Sales Leads", Harvard Business Review (March 2011) · 1.25M inbound leads across 2,241 US firms · verified
2026 speed-to-lead benchmark · verified
What is specific to this page.
| Kind | Claim | Check it against |
|---|---|---|
| Regulation | State requirements for disclosing automated interaction differ in their trigger: some oblige disclosure only on a consumer's direct request, at least one obliges proactive disclosure by state-regulated professionals providing regulated services, and others attach it to particular interaction categories. | The Utah Artificial Intelligence Policy Act's disclosure provisions and California's chatbot disclosure legislation, compared side by side. |
| Constraint | The applicable requirement generally follows the consumer's location rather than the business's, so a business serving several states is subject to the requirements of the states its customers are in. | The scope provisions of the relevant state statutes, which are framed around consumers in the state. |
| Licensing | Where a state requires proactive disclosure from professionals it licenses, an automated interaction during the provision of the regulated service carries an affirmative obligation rather than one triggered by a question, which makes it a licensing question rather than a consumer protection one. | The regulated-occupation disclosure provisions of the Utah Artificial Intelligence Policy Act. |
| Response | A disclosed automated interaction produces better outcomes operationally, because the customer sets appropriate expectations and escalates sooner rather than discovering the position after repeated misunderstanding. | Comparing escalation timing and complaint rates between disclosed and undisclosed automated interactions. |
Each row would be wrong on another industry's page. Where a sourced figure exists it is in the table above instead; these are the constraints that shape the work and do not happen to be numbers.
Start with the measurement.
Reading about a benchmark is not the same as knowing your own number. The audit produces yours, measured rather than estimated.
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