AEO & AI Search Articles

Ninety-four percent of B2B buyers now use large language models during their purchase journey, and Gartner projects $15 trillion in B2B spend will flow through AI agent exchanges by 2028. The research phase - shortlisting, vendor comparison, intent signal analysis - is increasingly happening inside AI platforms before any human contact with a vendor. If your brand is not cited by AI, you are not on the shortlist.

OpenAI made its Cannes Lions debut in June 2026 and announced it is 'clearly in the advertising business.' With 900 million weekly active users and 20% of queries showing direct commercial intent, ChatGPT is no longer just a research tool. For B2B marketers, this is the most commercially significant channel development since LinkedIn introduced Matched Audiences in 2017. Here is what the data means and what to do about it.

Gartner forecasts AI agents will intermediate $15 trillion in B2B purchases by 2028. The click - the atomic unit of digital marketing - is becoming irrelevant. Here is what that means for every B2B marketing team still optimising for human buyers.

ChatGPT Workspace Agents, launched by OpenAI in April 2026 and now in enterprise rollout, let B2B buying teams build shared AI agents that research vendors, score options, and draft internal business cases before contacting anyone. Forrester's 2026 B2B Buyers' Journey Survey confirms 94% of B2B buyers now use AI during purchase, with roughly half starting in AI chatbots rather than search engines. Your shortlist position is decided before you know the buyer exists.

AI answer engines now drive a growing share of B2B research. ChatGPT, Gemini, and Perplexity each use distinct citation signals - authority, structure, freshness, and schema - to select preferred sources. This guide maps the exact technical and editorial requirements your content must meet to be cited consistently across all three platforms in 2026.

While you are still debating whether to pilot AI tools, your competitors have already deployed AI agents that research, write, optimise, and execute campaigns around the clock. Gallup's 2026 survey of 23,717 workers confirms the 3x layoff risk for AI non-users. PwC's analysis of one billion job ads shows a 62% wage premium for AI-skilled workers. BCG reports 74% of frontline workers are now regular AI users. The window to act without penalty is closing. Here is what the fear is grounded in, what the rewards look like, and exactly which tools to start with today.

60% of Google searches now end without a single click. The answer is already on the page, served by AI Overviews, featured snippets, or conversational AI. Traditional traffic metrics are broken. Here is how to win in a zero-click world.

Use Search Console’s Generative AI report as bounded evidence, then retain page, date, country, device, and manual observations without turning them into causal claims.

AI systems do not cite content at random. They follow predictable structural patterns when selecting sources. Here are the seven writing patterns that make content citation-ready for ChatGPT, Gemini, Perplexity, and Google AI Overviews.

Within two weeks in June 2026, both OpenAI and Google moved ads inside the AI-generated answer. ChatGPT conversion-optimised campaigns launched June 5. Google AI Mode ads debuted at Google Marketing Live. The early-mover window is open - and most B2B advertisers are not set up to compete. Here is what you need to do before Q3.

This week Google launched the Agentic Resource Discovery (ARD) specification, an open standard that lets AI agents discover, verify, and connect with tools and other agents across the web. Combined with HSBC committing $100M+ per use case to Gemini Enterprise Agent Platform, we are witnessing the infrastructure layer of the agentic web being built in real time.

60% of searches now end in zero clicks. Traditional SEO alone cannot win when AI systems answer queries directly. Answer Engine Optimization (AEO) is the discipline of structuring content so AI systems, Google AI Overviews, ChatGPT, Gemini, Perplexity, cite your brand as the authoritative source.