AI Knowledge Hub
Menu

Marketing

Essay / Commerce & growth

When Your Customer Stops Opening Your App: Marketing in the Agent-Owned Web

As agents carry customer goals across services, apps may become capabilities inside longer workflows. What changes for discovery, retention, authority, and marketing when the interface is no longer the relationship?

15 min read
Essay / Commerce & growth

Who Owns the Pixel? ChatGPT and the Repricing of Advertising

ChatGPT ads put conversational context and advertiser outcome data on different sides of a measurement boundary. That changes what brands and agencies can know, test, and credibly claim.

18 min read
Essay / Commerce & growth

The Answer Independence Paradox: Trust and Incentives in AI Commerce

OpenAI says ChatGPT ads can use conversation context without influencing answers. How can that separation be tested, and what would make a product recommendation worth trusting?

10 min read
Research / Meaning & memory

The Geometry of Intention: What Behavior Can Tell Us About Human Goals

Clicks and searches reveal what people do. Context can help us infer why, but a useful system must remain open to being wrong.

16 min read
Essay / Human agency

The Empowerment Imperative: What Should Agentic Marketing Optimize?

Marketing systems can optimize measurable actions. This essay asks what else they should protect, how to turn human agency into a design question, and what evidence would test the proposal.

12 min read
Guide / Commerce & growth

A New Front Door: What OpenAI DevDay 2026 Means for Brands, Reach and Marketing Operations

What DevDay's connected announcements mean for brand discovery, persistent customer tasks, shared marketing work and software adoption, with a practical workflow for building and evaluating a useful service.

24 min read
Essay / Commerce & growth

Meta Built the Ad Machine. OpenAI Built the Agent. Who Controls the Agentic Marketplace?

Meta and OpenAI approach agentic commerce from opposite directions. Follow the complete system to see how customer delegation, merchant access, payment, memory and measurement could reshape platform power.

19 min read
Guide / Commerce & growth

ChatGPT Ads: An Agency Playbook for a Controlled Test

How to design, instrument and evaluate a ChatGPT Ads pilot, from account access and creative to conversion events, bidding, independent reporting and a credible decision about what to do next.

20 min read
Guide / Commerce & growth

The Map That Talks Back: Gemini, Local Discovery and Geography-Based Advertising

Gemini connects local questions to place recommendations, navigation and supported actions. What must work between a useful answer and a successful visit, and what changes for local businesses, advertising and human choice?

21 min read
Essay / Creative judgment

Cannes Lions 2026: When the Product Becomes the Creative Idea

SOS POS, Uber Eats and UVA show how a service, an app and a cultural moment can become creative material. What must a team build around an idea to make it work?

18 min read