AI agents, creator partnerships and commerce dominated the week’s conversations, while attention, trust and human experience kept complicating the technology story. For marketers, the question was how to turn new capabilities into work that earns its budget.
Advertising Week New York returned to The Penn District on October 5–8, bringing the industry together around an increasingly practical set of questions. How much responsibility should an AI agent receive, what makes creator partnerships effective, and how can marketers prove that an exposure actually mattered? These ten themes capture prominent conversations from the week and the implications they carry for marketing teams.
1. Agentic AI moved into the machinery of media buying
The AI conversation had concrete systems to examine. New tools connected agents with media planning, buying, optimization and measurement, giving advertisers competing versions of how automation could enter daily operations. The discussion became more specific as teams considered where these systems fit into existing workflows and what they could reasonably be trusted to do.
For marketers, those developments bring operational questions into sharper focus. An agent needs a defined task, reliable inputs and someone responsible for what happens when its recommendation becomes an action. The next useful agency conversation will concern the work these systems improve, the evidence that they improve it, and the decisions clients retain.
2. Trust became part of the AI buying decision
As AI accelerated content creation, planning and measurement, trust became a recurring concern. The discussion increasingly focused on the quality of underlying data, explainable recommendations and experienced people reviewing outputs. Faster production creates value when a team can rely on the result and understand its limitations.
For marketers choosing a partner, that suggests a practical test. Can the team explain a recommendation well enough to defend it internally, and identify who checks it before it reaches customers? Those answers help determine whether a system can become a dependable part of the business.
3. Shopping agents started changing the path from discovery to purchase
New shopping tools connected conversational AI with product information, sizing, shipping, availability and purchasing. Checkout experiences brought transactions closer to the content that sparked interest, while advertising automation increasingly incorporated costs such as commissions, discounts and referral fees. Discovery, conversion and profitability became parts of the same conversation.
The implication for marketers extends beyond producing content that attracts a click. If discovery, comparison and purchase increasingly happen within the same environment, product information and transaction readiness become part of the communication job. A compelling campaign still needs accurate availability, clear terms and a purchase experience that can carry the interest it generates.
4. Commerce media made its pitch around specific customer moments
Retail and commerce media discussions focused on the circumstances surrounding a purchase. Gas pumps, store checkout and takeaway ordering offered examples of environments where a customer’s immediate needs could make a particular message relevant. The opportunity concerned the relationship between the situation, the product and the next action available.
For brands, that creates a useful planning question about when their product enters someone’s immediate priorities. The opportunity requires more than identifying another place to display an ad. Creative, timing and the available next action need to fit the moment, particularly when the customer is already trying to get something done.
5. Creators became more deeply involved in brand strategy
Creator relationships increasingly extended into planning, paid media and recurring campaigns. Longer partnerships offered opportunities to build familiarity, simplify collaboration and develop creative that could work across multiple channels. Creator content also became more closely connected with the paid activity supporting major brand campaigns.
That makes creator marketing an organizational issue as much as a talent-selection exercise. Bringing creators into planning earlier changes the brief, the production process and the relationship between influencer and media teams. Marketers need to decide how much creative responsibility a partner receives and how the resulting work will contribute across the wider campaign.
6. Fandom gave marketers a more meaningful audience lens
Sports, music, gaming and entertainment communities featured prominently in the week’s conversations. Their appeal extended beyond audience size to the identity, belonging and shared enthusiasm that give participation meaning. A community’s relationship with its interests can help explain what its members notice, discuss and choose to support.
For marketers, the opportunity is to understand what a community values and contribute something members recognize as worthwhile. A sponsorship creates an opening, but the brand still needs to earn enthusiasm through its behavior and the experience it offers. That requires enough understanding to recognize where the brand can make a useful contribution.
7. Physical experiences gave the human connection argument something tangible
The streets around the event supplied examples of brands earning attention through physical encounters. Displays and restaurant takeovers created opportunities for people to stop, participate and share an experience. These activations gave the conversation about human connection a visible expression alongside increasingly automated campaigns.
For marketing teams, physical experiences can also become the starting point for content and continued engagement. People have something specific to remember and discuss, while the brand gains a clearer role in the encounter. The planning challenge is to connect that experience with the wider campaign and give participation a purpose beyond the event itself.
8. Attention needed to connect with memory and business outcomes
Measurement discussions challenged the usefulness of exposure on its own. Attention, message recall, awareness and brand lift appeared together as teams considered how to evaluate creative and media quality. The discussion also raised concerns about optimizing solely for how long an ad holds someone’s gaze.
The distinction matters because an ad can attract attention without leaving the right impression. Marketers need to understand what someone noticed, what they remembered and whether that response supports the campaign’s objective. Attention becomes more useful when it helps diagnose creative and placement quality, alongside other evidence of effectiveness.
9. Ad avoidance put the quality of the experience under scrutiny
Ad avoidance brought frequency, context and creative into the same discussion. Skipping, muting and blocking are visible responses, while redirecting attention or automatically filtering out repetitive messages can be harder to observe. Both forms challenge the assumption that delivering an impression means the message received meaningful consideration.
For marketers, that makes avoidance a design problem worth investigating. Repetition, interruption and irrelevant messages can undermine a campaign even when delivery numbers look healthy. Planning needs to consider the cumulative experience of encountering a brand, including whether each additional exposure contributes anything the customer might value.
10. Privacy and platform control remained urgent commercial concerns
Tracking restrictions and their implications for advertising infrastructure remained active subjects throughout the week. Changes affecting identity and audience access raised questions about targeting, measurement and the reliability of existing systems. Uncertainty about how those restrictions might develop added complexity to investment decisions.
The planning implication is that audience access and measurement depend on systems marketers do not fully control. Teams need to understand where those dependencies sit and how a change could affect targeting, reporting or campaign performance. A strategy becomes more resilient when its assumptions are visible and the business can respond when an important signal changes.
Across these conversations, the same practical demand kept appearing: explain how the work creates value. AI needs accountable decisions, creators need relationships that support good work, and media needs evidence that the experience mattered to someone. For SGNLWRKS, the signal from Advertising Week New York 2026 is an industry being pushed to connect its new capabilities with a clearer understanding of people and performance.