For decades, marketers have built their go-to-market strategies around a deceptively simple question: Who is our buyer?
We gave them names, ages, titles, pain points, and stock-photo faces. We mapped their journeys from first search to signed contract, and optimized every touchpoint along the way. Personas became the foundational unit of modern marketing strategy.
That foundation just shifted.
A new persona has entered the funnel. It doesn’t have a LinkedIn profile. It doesn’t attend your webinar or open your nurture emails. But right now, it is shaping whether your brand exists in the consideration set of every human persona that follows.
Meet Persona Zero, AI search results.
The headlines have been hard to ignore. Oracle. GitLab. Salesforce. Intuit. And more recently, ClickUp, which cut 22% of its workforce and restructured around what its CEO called a “100x org”: a smaller team of high-performers, each orchestrating thousands of AI agents. A new job title came with the announcement: Agent Manager, experienced professionals who don’t just use AI tools, but own and direct entire systems of them.
Most observers focused on the layoffs. That’s the wave. Splashy, visible, easy to react to.
The riptide is something quieter and far more powerful: the workforce that remains after these restructurings is fundamentally different from the one it replaced. These are AI-native professionals who delegate research, vendor evaluation, and increasingly, procurement decisions to the agents they manage. They don’t start discovery with a Google search. They start, and sometimes finish, with AI.
That’s the undercurrent reshaping your buyer funnel. And unlike a wave, you don’t see a riptide until you’re already caught in it.
The brands that recognize this shift now and build proactively for it won’t just survive the transition. They’ll be the ones Persona Zero already knows and recommends when the Agent Managers come looking.
Think about how buyers found products five years ago. They Googled, asked colleagues, read review sites, and stumbled onto your blog. Your SEO strategy, your thought leadership, and your category creation efforts were all engineered to surface your brand at the right moment in a human’s discovery journey.
That journey now has a new first step and an emerging second one.
The first shift: A VP of Operations searching for workflow automation tools doesn’t start with Google anymore. She opens ChatGPT, Claude, or Perplexity and asks: “What are the best tools for automating cross-functional operations at a 200-person company?” The AI responds. It names products, describes capabilities, and draws comparisons. Her mental shortlist is already formed before she visits a single website.
Your human persona arrived in the funnel pre-influenced by Persona Zero.
The second shift, arriving now: That same VP may not query an AI at all. Her agents will. As agentic AI matures, the Agent Managers driving these new organizational models will delegate research, vendor shortlisting, and in some cases, purchasing decisions themselves to AI systems. Contracts under certain thresholds, SaaS subscriptions, tool renewals… these are already being triggered autonomously in forward-leaning organizations.
In this world, Persona Zero doesn’t just influence the funnel. It is the funnel, from discovery to decision, before a human ever gets involved.
Understanding Persona Zero requires a different kind of audience research. Unlike human personas, the AI doesn’t respond to brand voice, design aesthetics, or emotional storytelling, at least not directly. It processes information. And the information it has about your brand determines the narrative it tells to human buyers and to the agents working on their behalf.
Clarity of category ownership. Does the AI understand unambiguously what problem you solve and for whom? Brands with muddled positioning or unfocused messaging get described vaguely or not at all. The AI reflects the clarity (or chaos) of your market presence back to whoever is asking.
Depth and authority of content. AI models are trained on the web’s written record. Brands with thin content libraries, minimal third-party coverage, and sparse community discussion are low-signal. Your documentation, case studies, and analyst mentions aren’t just SEO assets anymore. They’re the raw material Persona Zero uses to represent you.
Consensus signals. Review platforms, forums, industry publications, and peer communities all feed into how AI systems characterize your brand. Strong, consistent consensus gets amplified. Absent or conflicting signals turn your brand into a footnote.
Specificity of use case fit. Generalist positioning fails with Persona Zero. AI systems are increasingly precise at matching tools to contexts. The more clearly your brand has staked out a specific use case, industry, or buyer archetype, the more likely it surfaces when that context is queried by a human or an agent.
Agentic compatibility. As AI agents increasingly drive procurement workflows, technical factors become discoverability factors. Does your product have documented APIs? Clear, structured pricing? Integration directory listings? Agents don’t browse pricing pages the way humans do. They pull structured data. If your product is hard for an agent to evaluate, it won’t make the shortlist.
This isn’t about replacing your traditional persona strategy. Your human buyers still matter, but Persona Zero ultimately serves them. The goal is to add a new upstream layer to your GTM motion before the riptide reaches you.
Step 1: Audit your AI presence. Query the major AI platforms as your target buyer and as their agents would. Ask about your category, your competitors, and your specific use cases. Note when your brand appears, how it’s described, and what’s missing or wrong. This is your baseline. Start monthly. Document performance, then do it quarterly.
Step 2: Harden your category narrative. If the AI describes your product inconsistently, your positioning is the problem. Sharpen the one-sentence definition of what you do, who you do it for, and what makes you different. Repeat it consistently across every owned channel. The web, and therefore the AI, rewards signal strength.
Step 3: Build content depth, not just content volume. Long-form technical content, detailed comparison pages, use-case-specific documentation, and authoritative thought leadership all shape the signals that define your AI presence. Thin content optimized for old-school SEO won’t move the needle here. Write for the agent reading your content, not just the human.
Step 4: Earn third-party mentions intentionally. Third-party signals are disproportionately influential in how AI systems characterize brands. This includes PR, analyst relations, community presence, and review site performance. A single well-placed industry report can do more for your Persona Zero profile than a dozen owned content pieces.
Step 5: Prepare for agentic procurement. Audit your product’s machine-readability. Structured pricing data, clean API documentation, integration directory listings, and automated onboarding flows all make your product easier for an agent to evaluate and recommend. This is the next frontier of conversion optimization… and almost no one is working on it yet.
Step 6: Monitor and iterate. AI outputs are not static. Models update, new sources get weighted, and consensus shifts. Build a quarterly ritual of querying AI platforms for your brand and category, and treat the results as a strategic signal the same way you’d treat organic rank or share of voice.
Here’s the uncomfortable reality for most marketing teams: the strategy guiding your current quarter was researched in Q3 of last year and finalized in Q4. The assumptions baked into it about how buyers discover products, what channels drive pipeline, and which personas matter were formed before the Agent Manager existed as a widespread archetype, and before agentic procurement entered the conversation.
That’s not a failure of planning. It’s the nature of annual strategy cycles meeting a market that no longer moves on annual timelines.
The instinct to hold the line of honoring the 12-month plan because it was approved, resourced, and committed to is understandable. But sticking rigidly to a 2026 strategy built on 2025 assumptions is no different from defending a 5-year plan written in 2023. It was sound thinking at the time. The market has simply moved faster than the planning cycle anticipated.
Agility isn’t the enemy of strategy. It’s what keeps strategy honest.
Marketing leaders who recognize this shift mid-year and adjust by reallocating resources toward content depth, AI presence audits, and agentic compatibility aren’t abandoning their plan. They’re demonstrating exactly the judgment their leadership teams hired them for. Those adjustments can be explained and defended: here’s what changed, here’s what it means for our pipeline, here’s how we’re responding. That’s not a pivot. That’s strategic leadership in real time.
What requires more explanation is inaction. Watching a fundamental shift in buyer behavior unfold and continuing to execute a plan that doesn’t account for it because it was approved in November is the harder thing to justify at year-end.
Leadership teams have a role here, too. The organizations that will build the strongest Persona Zero presence in 2026 are the ones where executives actively create space for mid-course corrections, treat revised strategies as signals of market awareness rather than planning failure, and reward the marketers who call the shift early rather than the ones who stayed quiet to protect a number.
The Agent Manager isn’t a job title to watch for. It’s a description of the buyers already reshaping your pipeline: experienced professionals who use AI for research, discovery, and workflows, and who will increasingly delegate those functions to the agents they direct.
For founders and CEOs: Your brand narrative needs to be machine-legible, not just human-compelling. If the AI can’t clearly articulate your value proposition, your pipeline is starting with a deficit you can’t see on a dashboard.
For CMOs and marketing leaders: Persona strategy now has a pre-human layer. Ignoring it doesn’t make it irrelevant. It means a competitor builds their Persona Zero presence while yours atrophies. This belongs in your annual planning conversation.
For product marketers: Your positioning work has a new testing environment. Query AI platforms before you ship a new narrative. They’ll surface what the market currently believes about you and what agents will find when they go looking on a buyer’s behalf.
For product managers: The integrations you build, the documentation you publish, and the APIs you expose all carry a discoverability dimension that extends beyond human users. Design for agents as a first-class audience.
Every major platform shift produces the same pattern: early movers who understood the new discovery layer built durable advantages, while laggards scrambled to recover lead flow after realizing the funnel had already changed around them.
The AI persona is not a future concern. It is a present one already forming opinions about your brand, already shaping what your buyers believe before they ever reach out, and already beginning to make purchasing decisions without a human in the loop.
The riptide doesn’t announce itself.
It is far better to proactively understand an evolving buyer funnel than to struggle to recover your lead flow once you realize it has changed without you. The brands that move now by building content depth, hardening their category narrative, and preparing for agentic procurement will be the ones Persona Zero already knows when the next wave of Agent Managers comes looking.
The question is whether your brand is ready for a buyer who never types your name into a search bar because their agent already knows, or doesn’t know, who you are.
I hope you’ve found this helpful. Let me know what you think!
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