AI Ads and New Compliance Rules Are Changing Lead Generation

September 2026 brought two notable developments in AI advertising. Google began rolling out automatic AI Max upgrades, while OpenAI began testing Sponsored Agents that answer product questions inside ChatGPT. These tools give AI a larger role in presenting offers before prospects reach a form or speak with a sales team.

Marketers are always looking for smart automations, and on the surface these releases sound like a win; however, AI-generated wording can also change how an offer is understood. A generated headline might promise approval that isn't guaranteed, or a sponsored answer might leave out a required fee. Existing rules against deceptive advertising apply to these messages, even when AI writes the copy.

September also brought FCC action on consent revocation and enforcement involving phone providers and payment processors. Alongside California’s recently implemented DROP requirements for data brokers, these developments affect how businesses contact prospects and handle their information after an inquiry becomes a lead.

Sponsored Agents bring product questions into the ad

OpenAI announced on September 16 that it is testing Sponsored Agents with select U.S. advertisers. After clicking an ad in ChatGPT, prospects can ask questions about an advertiser’s offering, explain their requirements, and explore whether the product or service fits before visiting the business’s website.

OpenAI labels these conversations as "sponsored" and keeps them separate from ChatGPT’s independent answers and the user’s original conversation. OpenAI’s announcement

Someone who asks about eligibility or availability may arrive at a form believing those questions have been resolved. The sales conversation then starts with expectations formed during the sponsored exchange.

Google’s AI Max upgrades change how prospects reach the form

Google’s AI Max matches ads to relevant searches and, when text customization is enabled, generates ad copy from existing ads, website content, and other assets. Its optional final URL expansion feature selects a relevant landing page on the advertiser’s website. Google Ads documentation

The September upgrades covered Search campaigns with either of two existing settings: standalone automatically created assets, which generate ad text, or campaign-level broad match, which expands search matching. The upgrades to began September 1 and continued throughout the month.

Campaigns previously using automatically created assets retain text customization. Those migrating from campaign-level broad match have text customization turned off. Final URL expansion stays off in both paths, so the automatic upgrade doesn't itself enable landing-page changes. Google’s migration announcement

Google’s reporting connects search terms, headlines, and selected URLs. That provides a way to investigate which messages and destinations attracted inquiries, including cases where prospects’ expectations differ from the offer on the page. Google Ads documentation

Existing advertising rules apply to AI-generated claims

Within its jurisdiction, the Federal Trade Commission holds advertisers responsible for deceptive claims. Advertising agencies can also face liability when they participate in preparing misleading advertising and knew or should have known about the deception. The assessment includes implied claims and material omissions, not just the literal wording. Other federal and state laws may also apply. FTC advertising guidance

A generated headline promising guaranteed approval can misrepresent an offer that requires an eligibility review. A sponsored answer that omits a mandatory fee can leave a prospect with an inaccurate understanding of the price. These are examples of how generated wording might change an offer, rather than documented incidents involving either platform. To be clear, this hasn't been directly observed at the time of this writing, but is based on common patterns observed in other AI applications.

Under FTC rules, advertisers need evidence for their claims before an ad runs. Any conditions or limitations that affect the offer need to be clearly explained, without contradicting what the ad promises. FTC guidance on online disclosures

OpenAI’s optional text customization adapts advertisers’ headlines and descriptions to a conversation and translates ad copy into the user’s preferred language. Prices, restrictions, and guarantees may therefore reach prospects in wording that differs from the original copy. OpenAI’s announcement

Campaign settings affect disclosure placement

Required wording can lose its intended placement when Google assembles an ad. Google says pinning isn't honored when final URL expansion or URL inclusions are enabled. A disclosure pinned to a particular position may appear elsewhere or be omitted. Google’s AI Max FAQ

Google’s text guidelines offer a control for generated wording. Its documentation gives an example requiring “T&C apply” whenever a generated asset promotes a discount. Guidelines apply to new and existing assets made with text customization, and assets that don't meet them stop serving. Whether that wording adequately discloses an offer’s conditions is a separate question.

Text guidelines remain an experimental beta test. Term exclusions are language-specific, while messaging restrictions apply across languages. Google also distinguishes between excluding a currency symbol and restricting price claims: excluding the symbol doesn't prevent generated copy from mentioning prices. Google’s text guidelines documentation

Google provides an asset details report for checking generated content. It says assets are reviewed at least every 48 hours and refreshed as needed, including within 48 hours of a landing-page change. That creates a potential delay between an updated offer and the generated copy reflecting it. Google’s text customization documentation

TCPA changes address how prospects withdraw consent

The FCC adopted changes to its Telephone Consumer Protection Act consent-revocation rules on September 30 and released the order on October 1. The changes take effect 30 days after publication in the Federal Register, according to the legal analyses cited below.

Once effective, the changes will allow callers to treat revocation of informational messages as limited to the category addressed, subject to notice requirements. Telemarketing revocations will continue to apply to future telemarketing robocalls and texts from the same caller.

The changes will also allow callers to designate an exclusive revocation method using an automated opt-out mechanism, specified reply-text words, or a designated phone number or website, subject to disclosure requirements. The “any reasonable means” rule will continue to apply when no exclusive method is designated.

For reply-text opt-outs, a sender can disclose one standard word, such as “stop,” but must honor all seven recognized responses: stop, quit, end, revoke, opt out, cancel, and unsubscribe. Day Pitney’s analysis, Covington’s analysis

The accompanying proposal seeks comment on shortening the 10-business-day deadline for honoring revocations, their application to affiliates and divisions, and requiring two-way texting. Those proposals are separate from the adopted changes. FCC action

For a lead buyer, a consent record describes permission captured at a particular time. A later revocation can change what contact is permitted. ClickPoint Software’s lead-source certification guidance discusses supporting evidence such as the form, timestamp, consent language, and referring URL.

LeadExec can associate captured consent information with an individual lead and provide a TCPA consent certificate through its configured workflow. It also supports third-party consent services such as ActiveProspect TrustedForm. These records support a compliance review; they don't establish that every subsequent use of the lead is permitted. LeadExec consent documentation

Enforcement reaches phone providers and payment processors

September’s enforcement actions also reached businesses that support the sales process.

On September 2, the FCC removed 14 companies’ certifications from its Robocall Mitigation Database after they failed to remedy deficiencies. It directed voice service and intermediate providers to block traffic from those companies. A calling business’s provider can therefore affect whether its calls reach prospects. FCC removal order, FCC announcement

Nuvei’s $4.85 million settlement resolves FTC allegations involving unfair payment processing and assistance to deceptive telemarketers. The court’s September 9 order requires merchant screening and monitoring, including requirements involving outbound telemarketing businesses. Those requirements apply to the Nuvei defendants rather than establishing a new industrywide rule. Nuvei settlement order

California DROP affects newly acquired leads

California’s Delete Request and Opt-out Platform, or DROP, lets residents submit a single deletion request to registered data brokers. For covered brokers acquiring leads, a request can affect information received after the consumer submitted it. California Privacy Protection Agency’s DROP overview

Since August 1, 2026, covered data brokers have been required to access DROP at least every 45 calendar days. They must report each request’s status within 45 days of downloading it and maintain identifiers needed to screen newly acquired information before selling or sharing it.

When newly acquired information matches an earlier request, the broker must process it under the applicable deletion or opt-out requirements. The agency’s guidance separately requires a status update within 45 days of detecting a change. That reporting deadline doesn't authorize sale or sharing in the meantime. DROP processing requirements

Whether a lead seller or aggregator falls within these requirements depends on California’s data-broker definition and applicable exemptions. The definition includes qualifying businesses that knowingly collect and sell to third parties personal information about consumers with whom they have no direct relationship. California’s guidance for data brokers

A telemarketing revocation and a DROP request affect different activities. One concerns covered marketing contact; the other concerns applicable data handling. Consent to contact doesn't, by itself, resolve whether the information can be sold or shared.

What changes as a lead moves to a buyer

The September developments affect different parts of lead generation. AI advertising can change the wording of an offer. Consent revocation affects subsequent contact. Data-deletion requirements can reach information acquired after a consumer’s original request.

Ad records can help establish which offer a prospect encountered, while consent records document the information captured at submission. LeadExec’s distribution history and reporting provide a record of how a lead moved through qualification, buyer matching, routing, and delivery. LeadExec platform documentation

Together, those records can help explain a gap between the offer that generated an inquiry and the follow-up that came afterward.

Frequently asked questions

What does final URL expansion do in AI Max?

Final URL expansion lets Google select a relevant landing page on the advertiser’s website. It requires text customization and can override pinned ad assets. Google’s AI Max documentation

What does a consent certificate document?

A consent certificate documents consent information captured for an individual lead. Whether a planned communication is permitted also depends on the caller, the scope of consent, and any subsequent revocation. LeadExec consent documentation

How does DROP affect newly acquired leads?

Covered data brokers must screen newly acquired information against retained DROP request identifiers before selling or sharing it. A match can trigger deletion, opt-out, and status-update obligations even when the consumer submitted the request before the broker acquired the lead. DROP processing requirements