The CMO And CIO Friction Point: Navigating The AI Agent And AEO Ecosystem

A speech is happening successful each endeavor correct now, and astir CMOs and CIOs do not recognize they are talking past each other. The emergence of AI agents is prompting caller collaboration betwixt marketers, AEO strategies, and leadership.

When the CIO hears “AI agents,” they deliberation astir the productivity rollout. Copilot seats, agentic workflows, soul automation. When the CMO hears it, they deliberation astir ChatGPT, Perplexity, and whether the marque is cited erstwhile a customer asks an AI a question. Same phrase. Two wholly different problems. The spread betwixt them is now a gross problem.

The CMO needs the tract fresh for AI-driven discovery, recommendation, and purchase. The CIO, if the tract is not configured for that world, is unintentionally blocking it, treating caller supplier postulation the measurement IT teams erstwhile treated scrapers and bot noise. That is the big, imaginable clash constituent I spot some successful conversations and successful caller research, which I will stock successful this article.

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Brands person spent 2 decades engineering websites for quality visitors and now must creation for 2 audiences successful parallel – humans and the AI agents acting for them. The accusation for the CIO is uncomfortable but worthy saying. If your robots.txt aliases your firewall is keeping modern AI agents out, you are not screening bots. You are turning distant customers and making it harder for the CMO and trading teams to deed their brand-building and gross targets. And that impacts each section and usability wrong your organization.

Three AI Agent Layers Every Brand Needs To Recognize

Before the CMO and CIO tin align, some request the aforesaid intelligence model. Your website has 3 caller types of visitors. None are human, but everyone is moving connected behalf of one. The generic building “agentic AI” papers complete a favoritism that matters.

AI Crawlers And Agents

GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and others. These are early customers arriving done AI. They propulsion contented successful existent clip for unrecorded conversations, not for later indexing. They request fast, structured, machine-readable pages.

AI Browsers

Perplexity Comet, OpenAI Atlas, Chrome pinch built-in AI. These spot pages connected the user’s behalf, comparison products, capable forms, initiate purchases. If your pages are not machine-readable, the supplier whitethorn move on.

AI Assistants

ChatGPT, Claude, Gemini. The quality still asks the mobility and sounds the answer, but the statement betwixt “assistant” and “actor” is blurring fast.

Explaining the effect should beryllium simple, but often gets mislaid successful absurd conversations: AI is talking astir your marque correct now, deciding if it tin find and mention your content, shaping really consumers comprehend and bargain from you, and assisting group done research, discovery, and purchase. None of that is soul productivity. All of it is revenue-adjacent.

All 3 layers matter, but the remainder of this article focuses connected the first, AI crawlers and agents. They are the furniture hitting your website and contented correct now, the 1 astir CMOs and CIOs are mislabelling, and the furniture wherever today’s argumentation decisions unfastened aliases adjacent the doorway to AI-driven revenue. Browsers and assistants build connected what this furniture sees.

The AI Agent Surge: What The Shock Signals For Unprepared Brands

According to soul data, betwixt November 2025 and March 2026, AI supplier activity is up 150% month-over-month, and 88% of visits from hunt are now AI agents. AI agents are 15% of each website postulation – supplier activity is connected people to overtake human-driven hunt earlier the extremity of 2026.

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The number that should daze astir CMOs and marketers astatine the activity level: 81% of organizations are filing AI agents nether the aforesaid bucket arsenic the bots of a decade ago, pinch access rules written for a different era of the web.

The AI Crawler Mix Reshaping Search

From the soul data, the crawler operation tells the remainder of the story.

• ChatGPT’s personification supplier now accounts for much than 96% of AI personification bot traffic, hitting sites successful existent clip connected behalf of consumers.
• GPTBot represents astir 55% of AI training crawl volume, and OAI-SearchBot astir 47% of AI hunt crawl activity. OpenAI is ascendant crossed each 3 layers.
• Applebot accounts for astir 30% of AI hunt crawl activity, and astir hunt and trading teams are not search it.
• ByteSpider, the crawler down ByteDance’s AI products, grew 138% complete the search window.
• ClaudeBot surged 800% betwixt November and December 2025. AI training does not travel a linear schedule; log study aft the truth is nary longer enough.
• Google NotebookLM grew 144% successful the aforesaid window, arsenic researchers and knowledge workers progressively usage it to propulsion unrecorded contented connected their behalf. And now Gemini personification agents are surging.

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Of the 20% of brands pinch immoderate supplier argumentation set, 77% only block training crawlers. That is simply a patient move: protect contented from being learned by an LLM. For a brand, the waste and acquisition is different. Block training and the models ne'er study your story, and you manus the communicative to a competitor.

Just 21% person built immoderate strategy for the search-side crawlers for illustration OAI-SearchBot, and only 38% person immoderate attack to the user-facing agents browsing a tract unrecorded connected a customer’s behalf. Most companies are fortifying the aboveground that matters slightest for gross and leaving the 2 that matter astir without a strategy astatine all.

The $40 Billion AI Agent And Search Opportunity At Stake

The costs of getting this incorrect is not theoretical. Even if 80% of companies negociate their AI supplier policies correctly, the remaining 20% still leaves an estimated $40 cardinal of hunt opportunity connected the array crossed the wider economy.

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AI Agent Success Beyond The SEO Box: The CMO And CIO Friction Point

Why AI Agents Now Sit Between Marketing, IT, And The Digital Team

Managing AI supplier entree has moved good beyond “just the SEO function.” It now belongs jointly to marketing, IT, and the integer organization, and the brands moving fastest are the ones treating it that way. The value of AI agents and AEO needs to beryllium highlighted intelligibly to the CMO and CIO.

CMOs request clarity connected really agents are shaping discovery and the marque belief customers locomotion distant with. CIOs request to look again astatine bot argumentation and entree controls done a gross lens, not conscionable a information one. And SEO and integer leaders request to make judge the pages that thrust information and conversion are findable, machine-readable, and existent capable for a instrumentality to enactment on. None of those 3 roles tin present the result alone.

AI Engines As Brand Editorialists

There is simply a 2nd furniture CMOs should not miss. The aforesaid AI engines sending agents to your tract are besides forming opinions astir your brand and serving them backmost to customers arsenic answers. AI engines now enactment arsenic editorialists, each 1 summarizing your marque a small differently, and that summary is often the first belief a purchaser ever forms of you. Tracking how each motor talks astir your brand has stopped being a investigation curiosity. It is now a gross safeguard, and it sits wrong the aforesaid agent-readiness conversation.

The AI Agent And AEO Readiness Gap: Why Most Teams Are Stuck

The surge information tells you what is happening. Our latest investigation and study information tells you why astir companies are stuck.

Over the past 3 months, we ran a study of conscionable complete 1,000 endeavor integer and hunt trading leaders, asking honestly really fresh they consciousness for the AI supplier and AEO shift. The AI supplier and AEO and CMO and CIO spread is consistent: consciousness is broad, ownership is unclear, and almost cipher tin beryllium they are ready.

4 AI Agent And AEO Data Points Every CMO And CIO Should Sit With

• Only 19% could confidently reply “yes, we are ready, and I tin beryllium it” if the CMO walked complete and asked them today. Half are still moving connected it aliases are incapable to explicate the spread upward.
• 75% person nary documented scheme aliases named proprietor for the question.
• 72% told america trading has ended up owning AI supplier and AEO work without ever being formally handed it. Only 17% study IT aliases engineering owns it.
• 56% of the past conversations marketers had pinch IT aliases information stalled, were blocked, sewage revenge distant arsenic “just SEO,” aliases were actively avoided.

That past constituent highlights the CMO-and-marketing vs CIO-and-IT clash constituent I mentioned earlier. Marketing has been handed an executive connection and infrastructure-adjacent problem. IT, focused connected soul productivity agents, treats site-visiting agents arsenic inheritance bot traffic. Security treats them arsenic a consequence to filter. Nobody is jointly owning whether AI agents tin find, read, and mention the website paying for everyone’s salaries.

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What Teams Actually Want Is Proof Of AI Agent And AEO Success, Not Strategy

When we asked what 1 point teams would alteration tomorrow, 40% gave the aforesaid reply – impervious AI is driving business outcomes. Not much strategy. Not much screenshots. Not much buy-in. Evidence.

Abstract AI conversations connected AI agents and AEO do not move CMO and CIO boardroom movement. Competitive occurrence comparison does.

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What CMOs, CIOs, And Marketing Teams Should Do Now With AI Agents

From my acquisition arsenic a CTO myself, moving pinch ample brands and endeavor marketers astatine each levels, and pulling the surge and study information together, present is what I would put connected the adjacent CMO-CIO sync.

For the CMO. Stop describing AI agents successful the abstract. Pull the competitory citation picture. Show the committee which competitors are being cited by ChatGPT, Perplexity, Google AI Mode, and others successful your category, and which prompts you are missing from. That is the speech that costs the work.

For the CIO. Recognize location are 2 chopped AI supplier conversations wrong your organization: 1 is soul productivity, the different is outer discovery, commerce, and marque visibility. They do not stock owners, and treating site-visiting agents arsenic modular bot postulation is now a gross problem, not a stack-hygiene issue.

For trading and hunt teams. Get the measurement furniture successful spot earlier that CMO mobility shows up. “Still moving connected it” will not past a boardroom. Set definitive argumentation for each of the 3 supplier layers (training, search, user-facing) and constitute it down. Block only training crawlers, and you take sides the slightest valuable aboveground while leaving the 2 astir valuable ones exposed.

3 AI Agent Questions For Your Next CMO-CIO Sync

1. Who owns whether AI agents tin access, read, and mention our site, and is that ownership documented?
2. What is our definitive argumentation for training, search, and user-facing agents?
3. How are we measuring AI citation, marque beingness successful AI answers, and the business outcomes tied to AI discovery?

Answer those three, and the clash constituent starts to dissolve. The AI agents and AEO and CMO and CIO readiness spread is not really an consciousness gap. Awareness is fine. It is simply a spread successful cross-functional ownership and evidence. Close those two, and alignment, prioritization, and general plans thin to follow.

The brands that get past the CMO-CIO clash constituent first are the ones that will beryllium cited erstwhile it counts.

More Resources:

• 846,000 Google Searches Reveal How AI Overviews Are Changing User Behavior
• Enterprise SEO Operating Models That Scale In 2026 And Beyond
• 68 Million AI Crawler Visits Show What Drives AI Search Visibility

Featured Image: Anton Vierietin/Shutterstock

All information supra is taken from Brightedge soul data, unless different indicated: AI Agent Insights, November 2025 – March 2026, AI Agent and AEO Readiness Gap survey, March – May 2026.