AI Deployment
Feature 31  ·  Accountability  ·  Edition Q1 2026

Accountable for
what they do not own.

An SEO function in 2026 is held to organic visibility while controlling almost none of the inputs that now produce it. Citation comes mostly from third-party publication. Eligibility depends on a robots.txt owned by engineering. Rendering depends on a build pipeline nobody in marketing can see. The discipline's accountability did not move when its levers did.

Run the desk backwards and a pattern appears that none of the individual findings states.

Feature 27: the structure of the search market is being redrawn by a court, on a timetable nobody in marketing influences. Feature 28: whether you are readable at all is set in a file usually owned by engineering. Feature 30: whether your content exists in the served document depends on a build pipeline most marketing teams cannot inspect. And on the Content desk, Feature 23 established that 84% of AI citations come from earned media - material published by third parties.

Now ask what an SEO function actually controls.

Figure 01
Inputs to organic visibility, by who owns them
Against a function held accountable for the output.
Owned by SEO
The traditional remit
On-page structure and copyHeadings, internal linking, the words themselves.
Keyword and topic selectionWhich questions to answer.
Structured dataUsually, though implementation often is not.
Owned elsewhere
And now decisive
robots.txt and crawler policyEngineering or infrastructure. Determines eligibility outright - Feature 28.
Rendering and what the server returnsThe build pipeline. Determines whether content exists to a crawler - Feature 30.
Third-party publicationPR or communications. Supplies 84% of citations - Content desk, Feature 23.
Original data worth citingProduct, research or leadership. Not commissionable by a content team.
Market structureA federal court - Feature 27.
This mapping is ours, assembled from findings across this edition rather than from any single source. Ownership varies by organisation and the right column is a common arrangement, not a universal one. No research we found examines how ownership of these inputs affects organic outcomes, which is the study this feature would most like to cite.

The right column decides the outcome. The left column gets the review.

Why this is not a complaint

Every discipline works inside constraints it does not set. Paid media does not control the auction. Sales does not control the product. The observation only matters if the accountability structure has stopped matching the causal structure, and here it has, in a specific and recent way.

Under conventional search the alignment was reasonable. The dominant inputs - content quality, site structure, links - sat close to or inside the SEO function. A team that did its job well generally saw the result, and where it did not, the reason was usually diagnosable within the same remit.

What changed is that the decisive inputs migrated outward at the same time as the measurable output degraded. Feature 21 on the Content desk documents a 33% fall in search referral. So the function is now judged on a declining number produced largely by decisions taken elsewhere.

That is a structurally unfair position, and more importantly it is one that produces bad decisions. A team measured on something it cannot move will optimise the part it can - which means more on-page work, more published pages, more keyword coverage - precisely the activity the rest of this edition suggests has the weakest returns.

The brief that cannot be written

There is a specific version of this that shows up in every organisation trying to respond seriously.

Feature 23 established that citations come overwhelmingly from earned media, and that the most reliable route in is publishing original data that third parties reference. So the correct instruction to an SEO function is something like: cause our organisation to produce findings other people want to cite.

That is not a brief. It is not commissionable, not schedulable, and not deliverable by the function receiving it. It requires access to proprietary data, permission to publish it, subject-matter time from people with other jobs, and a tolerance for being wrong in public. None of those sit inside a search function's authority.

What can be briefed
Pages
Volume, coverage, on-page quality. Schedulable, deliverable, reportable - and addressing the input with the weakest current return.
What cannot
Findings
Original data others choose to cite. Requires access, permission and subject-matter time that no search function controls.

This is the mechanism by which organisations that understand the problem still respond to it wrongly. The correct action is not available to the person who understands it, so the available action gets taken instead.

What the function is actually good for now

The useful reframing is that a modern search function is closer to an internal diagnostic and coordination role than to a production one - and that this is a promotion in substance if it is recognised.

Figure 02
Where a search function creates value in 2026
Four roles, ordered by how uniquely the function is placed to fill them.
01
Detecting the failures nobody else can see. Feature 30's empty-body case cost seconds to find and nothing else in the organisation was looking. Rendering, indexation, crawler policy and canonical integrity are invisible to every other function and catastrophic when wrong.
02
Owning the crawler-access decision as a commercial question. Feature 28 established this is now about which systems may read you and at what price. Nobody else in the organisation is positioned to weigh eligibility against exposure.
03
Telling the organisation what would be worth citing. The function cannot produce original research. It is uniquely able to identify which questions the market is asking that nobody has answered with data - which is the input to a research agenda.
04
Separating the two markets in reporting. Feature 29 showed conventional search and AI answering have different leaders and different trajectories. Collapsing them hides everything actionable, and only this function knows they are different.
This is our argument, not a finding. No research we found examines what search functions should be accountable for, and we are proposing a reallocation rather than reporting one. Item 01 is the only one with direct evidence behind it - Feature 30's audit.

The accountability that would follow

If the inputs moved, the measures should move with them, and the honest version is uncomfortable for everyone.

An SEO function should be held to eligibility, not to outcome. Is the site readable to the crawlers we have chosen to permit. Does the served document contain the content. Are the two markets reported separately. Is there a citation baseline. Those are all within the function's control or its power to escalate, and all are currently unmeasured in most organisations.

Citation outcomes should be held jointly with whoever owns third-party publication. Feature 23's 84% is not a search function's number. Holding one team to it while another controls it produces the misallocation without producing the result.

We are aware this reads as an argument for the function to be judged on inputs rather than results, which is usually a bad idea and is often how underperformance is defended. The distinction is that these particular inputs are necessary conditions - a site serving twenty-eight nodes cannot rank or be cited no matter how good the rest is. Necessary conditions are the right thing to hold someone to when they hold nothing else.

Whose interest this serves

This feature argues that search functions are accountable for outcomes they cannot control and should be judged differently. That is a convenient argument for anyone who sells search services, including us - it pre-explains disappointing results. We have tried to earn it by grounding each claim in a specific finding elsewhere in this edition, and by proposing measures that are harder to satisfy than a traffic target, not easier. A team that cannot demonstrate its pages render, its crawler policy is deliberate and its citation baseline exists has failed the standard proposed here while possibly still hitting a traffic number.

The failure this produces, specifically

An accountability structure misaligned with a causal structure does not produce inaction. It produces a predictable and identifiable pattern of misdirected effort, and it is worth naming because it is visible in most organisations right now.

A team measured on organic visibility, controlling only on-page work, will do more on-page work. That is not irrational; it is the only lever within reach. So the response to a channel contracting for structural reasons becomes: publish more pages, cover more keywords, refresh more existing content, produce more of the material the Content desk's Feature 21 identified as most exposed to substitution.

The observable symptom of this misalignment is a content calendar that grew in the same year the channel shrank.

Three secondary effects follow, and each is commonly misdiagnosed as a performance problem.

  • Escalations stop happening. A team that has raised rendering or crawler policy twice without resolution stops raising it, and the necessary conditions quietly go unmet.
  • The wrong work gets defended. When output volume is the only demonstrable activity, it becomes the thing presented in reviews - which entrenches it further.
  • Capable people leave. The most diagnostically able practitioners are precisely the ones who can see that the decisive inputs sit elsewhere, and they tire of being measured on them first.

None of this is measurable and we are not presenting it as research. It is a mechanism consistent with the ownership structure in Figure 01, offered because naming it is usually enough for someone to recognise whether it is happening to them.

What to do about it

Write down who owns each input in Figure 01. Not who should - who does, by name. Most organisations have never done this and the exercise itself produces the argument.

Escalate the two you do not own and cannot work without. Crawler policy and rendering. Both are binary, both sit outside marketing, and both remove you from consideration entirely when wrong.

Convert the uncommissionable brief into a question. A search function cannot commission original research. It can arrive with the ten questions its market asks that nobody has answered with data, which is a considerably more persuasive document than a content calendar.

Propose the joint measure before someone imposes the single one. Citation outcomes shared with communications is a better structure than either function owning it alone, and it is much easier to establish before a bad quarter than after one.

Measure the necessary conditions monthly. Rendering, crawler eligibility, canonical integrity, index coverage. Cheap, binary, and the only things in this feature that are entirely within reach.

Figure 03
Inputs, owners and evidence
Assembled across this edition.
InputTypical ownerEvidence
Determines eligibility outright
Crawler access policyEngineering / infrastructure40.9% of top sites unreadable to GPTBot - F28
Rendering and served contentBuild pipeline28 DOM nodes on a live site - F30
Determines citation
Third-party publicationPR / communications84% of AI citations from earned media - Content F23
Original data worth citingProduct / research / leadership80% of LLM citations from outside top 100 - Content F22
Determines the market
Search market structureA federal courtData-sharing regime live, terms unwritten - F27
Which destinations matterUser behaviourGoogle 89.87%; Perplexity +370% - F29
Owned by the search function
On-page structure and copySEORanking predicts 38% of AIO citations - Content F22
Topic selectionSEO-
Ownership is a common arrangement, not a universal one. The evidence column carries findings from elsewhere in this edition with their original grading.

How we did this

Where this comes from
This feature is a synthesis. Every external figure is carried from Features 27–30 of this desk and Features 21–23 of the Content desk, with original grading intact. No new external source is introduced.
What's ours, not the source's
The ownership mapping, the uncommissionable-brief argument, the four-role reframing and the accountability proposal are entirely ours. No source proposes any of them.
Not researched
No study we found examines how input ownership affects organic outcomes, or what search functions are held accountable for in practice. Both would test this directly.
Interest
Disclosed in the body. This argument is convenient for anyone selling search services.

What this doesn't prove

  • That ownership is arranged this way in most organisations. Figure 01 describes a common pattern from experience, not a surveyed distribution.
  • That the proposed measures improve outcomes. Untested. They are necessary conditions, which is a weaker and more defensible claim than sufficiency.
  • That search functions are currently judged unfairly. We argue the accountability structure has drifted from the causal one. We have no data on how teams are actually assessed.
  • That joint accountability with communications works. Proposed on reasoning. We know of no organisation that has published results from it.
  • That on-page work has stopped mattering. It remains necessary and has become insufficient. Those are different claims.
  • Anything about agency versus in-house arrangements, where ownership of these inputs differs substantially and the argument may not transfer.

Sources for this feature

  1. Features 27, 28, 29 and 30 of this desk. Another feature in this edition
  2. Features 21, 22 and 23 of the Content desk. Another feature in this edition
SE
The practice behind this desk

SEO Legendary

We check what a crawler actually receives before we discuss rankings, because the two are not the same document.