Pennsylvania will require labels on AI-generated ads

Pennsylvania Governor Josh Shapiro signed the Artificial Intelligence Deceptive Advertising Act into law on Thursday, establishing mandatory disclosures for synthetic commercial promotions. Under the new legislation, detailed in The Verge's report, any ad that has been significantly modified or generated by artificial intelligence must incorporate an explicit disclosure label in the same format as the ad itself. Pennsylvania becomes one of the first states to require disclosures on artificial intelligence content, establishing statutory rules designed to curb deceptive promotional practices.

This article details what the new state law requires, how the disclosure rules operate in practice, and where regulatory ambiguities remain for commercial enterprises. It is designed for marketing directors, advertising agencies, compliance officers, and commercial advertisers who create or distribute promotional materials in regional and national broadcast markets. By reviewing the specific statutory terms, jurisdictional scope, and existing legal loopholes, marketing teams can evaluate their production pipelines and ensure their promotional campaigns remain fully aligned with emerging state disclosure requirements.

Pennsylvania will require labels: what actually changed

The signing of the Artificial Intelligence Deceptive Advertising Act establishes a binding legal requirement for commercial advertising within the state. Previously, advertisers operated without a dedicated statutory mandate compelling them to inform consumers when artificial intelligence tools altered promotional assets. Under the new statute, any advertisement that has been significantly modified or generated by artificial intelligence must carry a conspicuous disclosure. This legal change shifts artificial intelligence disclosures from voluntary corporate decisions into enforceable state requirements governing commercial claims across local channels.

The legislative change covers all standard promotional formats rather than restricting regulatory oversight to specific digital platforms. The law explicitly mandates disclosures across still images, video sequences, audio recordings, and text copy. Whether an advertiser produces a television commercial or prints physical handbills for local distribution, the obligation applies across every medium. By defining covered promotional assets comprehensively, the statute creates an overarching standard designed to prevent marketing teams from evading disclosure rules simply by switching from video broadcasts to print circulars.

Pennsylvania will require labels: how it works

The core operational requirement centers on matching the format of the disclosure to the format of the advertisement itself. An audio commercial must feature an audible statement, a video broadcast must incorporate an on-screen visual notice, and text advertisements must present a legible written label. This rule prevents brands from relegating synthetic media disclosures to obscure web links or separate footnotes. The notice must appear within the ad itself, ensuring that consumers receive direct notification of artificial modification while engaging with the marketing material.

The operational reach of the legislation extends beyond advertisements produced locally within Pennsylvania borders. The statute requires disclosures regardless of where an ad was created, provided it is expected to air or circulate within the state. Because broadcast networks and regional syndicates frequently transmit across state lines, commercials developed in other states must carry labels if they enter Pennsylvania. Viewers in neighboring states may begin seeing artificial intelligence disclosures on regional commercials simply because those promotional broadcasts are scheduled to air before Pennsylvania audiences.

Pennsylvania will require labels: why it matters now

Pennsylvania has established itself as one of the first states to require formal disclosures on artificial intelligence content in advertising. With generative tools becoming standard across commercial design workflows, regulatory oversight has lagged behind the capabilities of commercial software. By passing an enforceable statute, Pennsylvania establishes an early legislative precedent for state-level regulation of synthetic commercial speech. The law signals to national advertisers that individual states are prepared to enact commercial labeling standards independently rather than waiting for unified federal guidance or voluntary industry self-regulation.

The urgency behind the statute stems from growing concern over consumer deception through synthetic media. As artificial intelligence models generate increasingly realistic imagery, voice clones, and demonstration footage, the line between authentic product depictions and synthetic fabrications has blurred. Lawmakers designed this measure to prevent commercial entities from creating false perceptions about goods and services while marketing to the public. Enacting clear disclosure rules aims to protect consumer trust by ensuring potential buyers know whenever synthetic tools altered the commercial depictions they encounter.

Pennsylvania will require labels: who is affected

The statutory labeling requirements apply across all commercial tiers, creating identical legal obligations regardless of business size or promotional budget. Television commercials broadcast by multi-billion-dollar companies are held to the exact same disclosure standards as promotional materials produced by independent local vendors. The law specifically encompasses informal, low-budget advertising, such as restaurants' ugly, crowded flyers about their wing specials. Because the statute lacks revenue thresholds or corporate size exemptions, every commercial advertiser operating in Pennsylvania must verify whether its marketing collateral includes covered synthetic content.

Advertising agencies, content production studios, and multi-state brand managers are also impacted by the legislation. Marketing teams that assemble regional campaigns must account for Pennsylvania's rules when distributing materials across multi-market broadcast corridors. Commercial production houses utilizing artificial intelligence to edit product photography, generate voiceovers, or alter background environments must track those alterations during production. Failure to disclose synthetic modifications on campaigns expected to reach Pennsylvania consumers could expose national brands and their advertising partners to regulatory scrutiny under state deceptive trade practices statutes.

Pennsylvania will require labels: what to watch

Significant legal questions remain regarding the interpretation and enforcement of several statutory loopholes within the act. The law does not clearly define what constitutes significantly modified content, leaving the threshold for mandatory disclosure highly subjective. In addition, the legislation includes carve-outs for parody, satire, commentary or criticism, alongside material that is considered evidently fictional. Because the statute leaves what qualifies as evidently fictional unclear, advertisers and regulators face uncertainty over which creative techniques cross the boundary from permissible fiction into deceptive commercial misrepresentation.

Another major area to monitor is the standard for consumer perception and official regulatory guidance. The statutory language indicates that disclosures are required when an ad uses synthetic content in a manner that creates a false consumer perception about a product or service. This leaves open questions regarding how false perception is measured and who determines when that threshold is breached. The bill was introduced by State Senator Nick Pisciottano, whose office did not immediately return a request for comment, leaving observers waiting for formal guidance.