Picture the all-hands. Someone pastes a screenshot into the chat: an AI assistant describing your company to a prospect. The pricing is a year out of date, a competitor's framing is repeated as if it were settled fact, and a feature you sunset last spring is listed as a headline capability. A VP asks the obvious question — "okay, who's fixing that?" — and the room goes quiet. Marketing glances at product. Product glances at comms. Someone mutters something about the review sites. Nobody volunteers. The silence is the actual problem.
We argued recently that brand is becoming infrastructure — the underlying system that determines how your company is understood when no one from your team is in the room. Infrastructure is the right word, but it carries an implication that's easy to skip past: infrastructure has to be operated. It needs someone whose job is to keep it running. And in most companies, no one operates this one.
The loop with no owner
The answer an AI gives is assembled from inputs scattered across the entire organization. Your documentation. Third-party reviews. Analyst notes. A Reddit thread. Your competitor's comparison page. The objection your sales team heard three times last week and never wrote down. Fixing a single wrong answer can require product to correct a doc, marketing to publish something authoritative, and comms to chase down a source — all at once, in coordination, toward a result none of them individually can see.
Three teams, one outcome, zero owners. So it sits.
Watch one of these fixes try to happen. A buyer is told, by an assistant, that you don't support single sign-on. You shipped SSO eighteen months ago. The claim traces to an old help-center article product can update, a stale review nobody's refreshed that marketing would have to address, and a competitor comparison page comms would need to challenge. Each team could do its part in an afternoon. But there's no shared queue, no shared owner, and no trigger that says this particular afternoon is worth spending — so the request dies in three separate Slack threads, and the next buyer hears exactly the same thing.
This is the part the infrastructure framing exposes but doesn't solve. It's genuinely no one's fault, which is exactly why it's a problem. Walk the org chart and every candidate owner turns out to hold a slice and not the whole. Marketing owns the messaging but not the documentation. Product owns the docs but not the review sites. PR shapes analyst coverage but rarely talks to whoever's watching what the models actually say. Sales hears the objections forming upstream but has no channel to feed them back into how the brand is being shaped. Each function controls part of the input. None of them owns the output.
You can't assign a cross-functional outcome to a single function and expect the loop to close.
Asking marketing to "own AI perception" is like asking the web team to own revenue. They touch it. They influence it. They cannot own it, because the thing that produces it lives mostly outside their walls.
What the silence costs
It would be one thing if the price were just a few wrong answers. But an ownerless loop doesn't merely fail to close — it leaks, continuously, in ways that never show up on any single team's dashboard. Which is precisely why nobody fixes it.
Sales pays first. That stale claim the assistant hands to every prospect becomes an objection your reps relitigate deal after deal, quarter after quarter — the same conversation, the same rebuttal deck, the same twenty minutes of every call spent un-teaching something a machine taught. The objection was never a mystery. It just had nowhere to go. Reps flag it, the flag dies in a channel, and next quarter's pipeline arrives pre-loaded with the same doubt.
Marketing pays differently. The content calendar keeps shipping — on time, on brand, into the void — with no way to know whether any of it changed what buyers are actually being told. Effort gets allocated by what the team can see (their own channels) rather than by what moves the answer (mostly other people's). And because every function feels the problem separately, every function buys its own partial lens: SEO has a dashboard, comms has a media monitor, product watches docs traffic, someone in growth is running AI-visibility experiments in a spreadsheet. Five tools, five slices, five versions of the truth, reconciled never.
Then there's the meeting. When leadership asks "what is the market being told about us?", the honest answer is a collage of anecdotes — a screenshot from a founder's friend, a cherry-picked win, a scary quote from one deal. Strategy gets debated on vibes because no shared instrument exists. Each function optimizes its own slice — impressions, tickets, coverage — while the one outcome that feeds all of them drifts unattended.
None of these leaks is dramatic. That's the trap. Each one is small enough to live with, so every team lives with it — and together they compound into a standing tax on the entire go-to-market: slower deals, wasted content, duplicated tooling, and decisions made on folklore.
The shape of the new function
The answer isn't another silo. It's a thin coordination layer with three jobs.
The first is visibility — one shared, current read on what the market is actually being told about you, your competitors, and your category. Not five dashboards in five departments, each showing a different slice. One picture everyone trusts.
The second is accountability — a named, senior owner whose actual job is the question, "what is the market being told about us, and is it working in our favor?" Someone who is measured on it.
The third is a closing mechanism — the authority to turn a bad answer into work across teams, and to verify the work actually moved the answer. Diagnosis without the power to route work is just a prettier dashboard. The loop only closes if someone can reach into product, content, and comms and say: this, here, now — and then check that it landed.
There's a clean precedent for this. A decade ago, data and security were everybody's job, which is another way of saying nobody's. Then companies named owners — not to do all the work themselves, but to own the outcome and pull the right people in when it mattered. Market perception is on exactly that trajectory. The question "what is the market being told about us" is becoming as operational as "what does our pipeline look like," and it will get an owner for the same reason pipeline did.
The obvious objection is that this is just the CMO's job. In some companies it will report there. But most CMOs own demand and message — not the documentation, not the review corpus, not the analyst relationships, not the sales objection log — and they're rarely staffed to operate a continuous loop across all of them at once. The point isn't which box it lands in. It's that the outcome needs a single name next to it, with the authority to act, wherever that name happens to sit.
Call the role what you want — Head of Market Perception, Narrative Operations, a GTM architect. The title hasn't settled; the job has. This person doesn't write every doc or pitch every analyst. They own the synthesis: if an AI ingested everything public about us today, what would it conclude, where did that conclusion come from, and what has to change to fix it. They sit across brand, product, PR, and sales because the problem sits across all four. Small function, senior owner, broad mandate.
Life with an owner
Picture the same all-hands six months after the role exists. The screenshot still lands in the chat — models drift, sources age, this never fully stops. But now someone claims it before the VP finishes the question. Within a week it's traced: a help-center article, a stale review, a competitor's comparison page. Each fix is routed with a name and a reason attached. Next month's readout shows the answer actually changed. Nobody scheduled a meeting to figure out whose job it was, because that question was answered once, permanently, in the org chart.
The deeper change isn't speed, though. It's direction. When nobody owns the answer, every team optimizes its own slice and calls it progress. When somebody does, the same work — the same people, the same budget — snaps into orientation toward a single objective: what does the market believe about us, and is that belief moving in our favor? Sales objections stop being complaints and become upstream intelligence. Content stops being volume and becomes aimed — at the specific sources that actually shape the answer. Comms knows which citations are load-bearing before a launch, not after a crisis. The posture flips from defense to offense: less "fix what's wrong about us," more "move the market toward us."
Side by side, the difference is stark:
| Without an owner | With an owner | |
|---|---|---|
| A wrong AI answer surfaces | Dies in three Slack threads; resurfaces next quarter | Traced to its sources, routed as work, verified as fixed |
| Sales objections | Relitigated in every deal, never fed upstream | Logged once, corrected at the source for every future deal |
| Market visibility | Five tools, five slices, five versions of the truth | One shared read the whole company trusts |
| Content effort | Volume, aimed at channels you control | Precision, aimed at the sources that shape the answer |
| "What is the market being told about us?" | Anecdotes and a shrug | An answer, a trend line, and a plan |
| Team energy | Spent downstream, firefighting symptoms | Compounding upstream, toward moving the market |
And the org-chart implication is smaller than it sounds. This isn't more headcount bolted onto marketing. It's the reassignment of an outcome that already exists — one that is already shaping your pipeline every day — and that currently belongs to no one.
The work was never missing. An owner was.
The companies that adapt to this will name this person before their competitors realize the role exists. They'll do it not because they read about it, but because they got tired of the silence in the all-hands. In five years the title will look as obvious as "Head of Data" looks now — and the strange part to explain will be that, for a while, we let the single most-read description of our companies belong to nobody at all.