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Weekly PoV on Answer Engine Optimisation, Agentic AI lead generation, Google AI Overviews, ChatGPT search ads, AI governance, and persona-driven B2B GTM. Written for enterprise marketers who need to win citations in AI-powered search, not just rankings.

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Agentic AI Articles

181 posts in Agentic AI

How AI Agents Are Replacing the B2B Research Phase Before Vendors Are Contacted

How AI Agents Are Replacing the B2B Research Phase Before Vendors Are Contacted

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.

Jun 27, 2026Modi ElnadiRead article
ChatGPT Workspace Agents Are Rewriting B2B GTM: How to Win the Dark Funnel Before Your First Sales Call

ChatGPT Workspace Agents Are Rewriting B2B GTM: How to Win the Dark Funnel Before Your First Sales Call

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.

Jun 26, 2026Modi ElnadiRead article
96% of CMOs Say AI Is Transforming Marketing. Only 8% Have Actually Done It.

96% of CMOs Say AI Is Transforming Marketing. Only 8% Have Actually Done It.

BCG's 2026 CMO Survey of 300 global marketing leaders reveals a stark gap between AI ambition and execution. While 96% claim end-to-end transformation, 42% still use GenAI only for discrete tasks. The 8% running autonomous multi-agent campaigns are already reporting 3x marketing ROI and 10x faster campaign cycles. Here is what separates the leaders from the at-risk majority.

Jun 26, 2026Modi ElnadiRead article
Performance Max vs Smart Campaigns: Which AI Bidding Strategy Wins for B2B in 2026?

Performance Max vs Smart Campaigns: Which AI Bidding Strategy Wins for B2B in 2026?

Google has effectively retired Smart Campaigns in favour of Performance Max, but the real question for B2B marketers is not which campaign type Google prefers - it is which AI bidding architecture delivers qualified pipeline at a defensible cost. This guide cuts through the benchmarks, the control trade-offs, and the B2B-specific edge cases to give you a clear decision framework for 2026.

Jun 26, 2026Modi ElnadiRead article
Trump's Quantum Computing Executive Orders: What the 2028 Deadline Means for AI, Science Discovery and Banking Encryption

Trump's Quantum Computing Executive Orders: What the 2028 Deadline Means for AI, Science Discovery and Banking Encryption

On June 22, 2026, President Trump signed two executive orders making quantum computing a US national priority with a 2028 target. Here is what B2B leaders and enterprise marketers need to understand about the AI-quantum convergence, the banking decryption vulnerability, and the compliance clock now ticking for every organisation that holds sensitive data.

Jun 25, 2026Modi ElnadiRead article
The AI Adoption Divide: What Gallup's 3x Layoff Risk Finding Means for Your Marketing Team

The AI Adoption Divide: What Gallup's 3x Layoff Risk Finding Means for Your Marketing Team

Gallup's Q1 2026 survey of 23,717 US employees reveals a stark divide: workers in AI-adopting organisations who use AI infrequently face significantly higher layoff rates than their AI-active colleagues. PwC's analysis of over one billion job ads, BCG's survey of 12,000 frontline workers, and McKinsey's June 2026 marketing report all confirm the same structural shift. The question for every B2B marketing leader is no longer whether AI will reshape your team - it is whether your team will be on the right side of the divide when it does.

Jun 25, 2026Modi ElnadiRead article
Your Competitors' AI Agents Are Already Running Without You  -  And the Gap Is Widening Every Week

Your Competitors' AI Agents Are Already Running Without You - And the Gap Is Widening Every Week

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.

Jun 25, 2026Modi ElnadiRead article
Salesforce Just Changed How You Pay for AI Agents  -  And Every CMO Needs to Understand Why

Salesforce Just Changed How You Pay for AI Agents - And Every CMO Needs to Understand Why

Salesforce launched Agentforce Help Agent on 25 June 2026 with pay-per-resolution pricing - you only pay when the AI agent resolves an issue without human intervention. With 70% of enterprises reporting ROI within 60 days and agentic AI adoption jumping from 39% to 66% in 12 months, this pricing shift signals a fundamental change in how B2B leaders should evaluate, budget for, and deploy autonomous AI agents across their organisations.

Jun 25, 2026Modi ElnadiRead article
AI Search Ads Are Inside the Answer Now - What B2B Marketers Must Do Before Q3

AI Search Ads Are Inside the Answer Now - What B2B Marketers Must Do Before Q3

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.

Jun 23, 2026Modi ElnadiRead article
Google's Agentic Resource Discovery (ARD) Changes Everything: How AI Agents Will Find Each Other, Plus HSBC's $100M AI Banking Play

Google's Agentic Resource Discovery (ARD) Changes Everything: How AI Agents Will Find Each Other, Plus HSBC's $100M AI Banking Play

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.

Jun 21, 2026Modi ElnadiRead article