This week brought a cluster of developments that directly affect how we plan paid media, organic visibility, and commercial strategy for our clients. OpenAI is testing ads inside ChatGPT. Google is naming live merchants for agentic commerce. B2B buying groups are finalising vendor shortlists before they ever touch a search engine. Meanwhile, Google Ads Customer Lifecycle Goals are quietly inflating ROAS figures for advertisers who haven’t audited their settings. Here’s what matters and what we’re doing about it.

Key Takeaways

• ChatGPT is rolling out ads alongside earned AI visibility, and marketers now need a combined paid-plus-GEO measurement strategy.
• Google Ads Customer Lifecycle Goals can distort ROAS reporting if default settings go unchecked.
• B2B brand consideration is decided at “Day Zero” — months before formal research begins — making AEO alone insufficient.
• Agentic commerce from Visa, Mastercard, PayPal, and Stripe remains largely undocumented, with Google the only player naming live merchants.
• Google.org is committing $4 million to free AI training for educators, signalling broader AI literacy investment that will shape future search behaviour.

ChatGPT Ads Meet generative engine Optimisation: A Dual Visibility Strategy

OpenAI is now testing ad placements inside ChatGPT responses. That changes the calculus for every brand relying solely on earned mentions in AI-generated answers. As outlined in this joint breakdown from OpenAI and Go Fish Digital on ChatGPT ads and GEO measurement, the practical question is no longer whether to invest in generative engine optimisation — it’s how to measure the interplay between paid and earned AI visibility.

We’re advising clients to treat GEO as a parallel channel. That means tracking branded mention frequency in AI outputs, testing early ChatGPT ad formats where available, and building content specifically structured for LLM citation. The brands that move now will have baseline data before competitors even start measuring.

Google Ads Customer Lifecycle Goals: Check Your Settings Before Trusting Your ROAS

Google’s Customer Lifecycle Goals feature sounds useful on paper — bid differently for new versus returning customers. In practice, the defaults can quietly exclude valuable prospects or inflate reported ROAS figures. We’ve flagged this after reviewing the detailed analysis of Customer Lifecycle Goals pitfalls published by Search Engine Journal.

Our paid media team is now auditing every client account where this feature is active. Specific checks include:

• Whether new customer acquisition values have been set realistically or left at Google’s defaults.
• Whether the “existing customer” exclusion is inadvertently blocking high-intent returning visitors.
• Whether reported ROAS includes lifecycle adjustments that mask true cost-per-acquisition.

B2B Brand Consideration Starts Before Search: Why Day Zero Matters

Buying groups arrive at the research phase with a shortlist already formed. That shortlist was decided weeks or months earlier — at what’s being called “Day Zero.” As this three-step framework for winning B2B brand consideration makes clear, answer engine optimisation alone cannot fix a brand that never made the initial list.

For our B2B clients, this reinforces what we’ve been building: sustained thought leadership, strategic partnerships, and community presence that operates well upstream of any search query. SEO and AEO remain critical for validation, but the sale is often won or lost before a single keyword is typed.

Agentic Commerce: Real Infrastructure, No Proven Demand

Visa, Mastercard, PayPal, and Stripe have all announced agentic commerce capabilities. None has named a live merchant. Google has named three. That gap between announcement and adoption is the headline, as documented in this critical examination of agentic commerce’s current state. We’re monitoring this closely but not recommending client investment until merchant adoption data materialises.

Google Backs Free AI Training for Educators With $4 Million Commitment

Google.org is directing $4 million to Digital Promise for free AI training for teachers and faculty. This isn’t directly an SEO story, but it’s a signal. As AI literacy spreads through education, the next generation of users will interact with search and AI tools differently. We factor these shifts into long-term content and UX strategy for every client.

The common thread across all five developments is clear: the channels where brands earn attention are fragmenting fast. Paid and earned AI visibility now coexist inside ChatGPT. B2B decisions happen before search. Commerce agents are being built but remain unproven. Our job is to separate what’s actionable today from what’s speculative — and make sure our clients are positioned correctly for both.

Frequently Asked Questions

What is generative engine optimisation (GEO) and how does it differ from traditional SEO?

GEO is the practice of structuring content so that large language models like ChatGPT cite or reference your brand in their responses. Unlike traditional SEO, which targets search engine results pages, GEO focuses on earning visibility within AI-generated answers.

How do web designers and marketers prepare for ChatGPT ads?

Start by auditing your existing content for LLM citation potential and establishing baseline GEO metrics now. When ChatGPT ad formats become broadly available, you’ll have the data to run meaningful paid-versus-earned visibility comparisons.

Why does Google Ads Customer Lifecycle Goals sometimes inflate ROAS?

The feature applies different bid values to new and returning customers, and the default settings can overweight returning customer conversions in your reporting. Without a manual audit, your reported ROAS may look stronger than your actual acquisition economics.

What is Day Zero in B2B marketing and why does it matter for SEO?

Day Zero refers to the moment a buying group forms its initial vendor shortlist, typically weeks or months before formal research begins. SEO and AEO help validate a brand during research, but if you’re not on the shortlist at Day Zero, search visibility alone won’t close the gap.

What is agentic commerce and should businesses invest in it now?

Agentic commerce uses AI agents to browse, compare, and purchase products on behalf of consumers. The infrastructure is being built by major payment networks, but live merchant adoption remains minimal — so we recommend monitoring rather than investing at this stage.