Marketing & Content

Marketing work is rotating, not disappearing

The routine half of marketing and content work is being handed to models. The half that is left over is not a smaller version of the job — it is the job of owning the system that now does the routine half, and it is being hired for while execution roles are not.

The routine half of marketing work is being automated; the durable half is owning the system that now does it.

Measured

The 9 occupations this covers

Among the fastest adopters, which front-loads the risk: generation is cheap, and the expensive failures are brand-safety incidents and consent violations that surface publicly and retroactively.
Occupations in the Marketing & Content cluster with their measured AI exposure percentile and the observed automation share of AI usage.
OccupationMeasured exposureObserved automation share
Technical writers100th percentile39%
Market research analysts99th percentile50% — too close to call
Public relations specialists98th percentile39%
Editors94th percentile34%
Writers and authors94th percentile29%
Graphic designers86th percentile30%
Art directors83rd percentile46% — too close to call
Public relations and fundraising managers75th percentile32%
Advertising, promotions, and marketing managers74th percentile33%

The automation share is measured from observed AI usage, published by Anthropic under CC BY 4.0 — a vendor reporting on its own product, and worth reading as such. It describes how people use AI for this work, not how much of the work AI can do. Exposure percentiles are our composite of the measured sources set out in the methodology.

  • Generative output at volume with no proportionate review or approval path
  • Segmentation built on data whose consent basis will not survive scrutiny
  • Brand voice and factual drift across many AI-assisted surfaces
  • Attribution weakening as the number of AI-touched touchpoints grows

The shift

What is measurably happening

  • Demand inside marketing is rotating toward roles that own a system, and away from roles that execute a craft. More employers are hiring; each is hiring fewer people, and not the same people.

    Growth marketing postings +33% and product marketing +12.4%, against communications and PR −13.6%; entry-level −8.6% while director-and-above rose 2.1%. Total listings −8.2%, but the number of employers posting rose 5.3%.

    Compiled from 150,000+ employer career sites by Aspen Tech Labs. It counts advertised roles, which lead hiring and lag firing.

    Taligence, 2025 United States Marketing Jobs Report · 2026 · verified 2026-09-07

  • The firm that compiled the data reads the same split as a seniority effect rather than a downturn.

    “Despite a confusing macro environment, senior seats are holding up.” — Michael Wright, CEO, Taligence

    Michael Wright, CEO, Taligence, in Marketing Dive · 2025-10-24 · verified 2026-09-07

  • Marketing leaders are automating the work considerably faster than they are re-skilling the people doing it. This gap, not the automation, is what makes the transition urgent.

    AI usage in marketing more than doubled in two years and leaders expect AI to power the majority of marketing activities within three; training fell to 3.8% of marketing spend and headcount growth halved.

    Self-reported by 308 US marketing leaders, 97% VP and above, fielded January 2026. It measures what leaders intend as much as what has happened.

    The CMO Survey, 35th edition, directed by Prof. Christine Moorman, Duke Fuqua · 2026-02 · verified 2026-09-07

  • A government statistical agency names AI as the reason demand for one of this cluster's occupations has stopped growing. This is not a forecast from a vendor with something to sell.

    Writers and authors: 140,300 jobs, projected 0% change 2025–35, because “increasing use of artificial intelligence (AI) for writing is projected to dampen demand”.

    US Bureau of Labor Statistics, Occupational Outlook Handbook, 2025–35 projections · 2026 · verified 2026-09-07

  • Where the effect has been measured causally rather than projected, the better-established freelancers lost more, not less. Seniority within the old craft was not protection.

    Writing-related freelancers saw roughly 2% fewer monthly jobs and 5.2% lower monthly earnings after ChatGPT's release, with top-rated freelancers affected most.

    Dated: the measurement window is 2023, on one online labour market. It is cited here because it is the cleanest causal identification available for writing work specifically, not because it is current.

    Hui, Reshef and Zhou, “The Short-Term Effects of Generative Artificial Intelligence on Employment”, Organization Science · 2023 · verified 2026-09-07

Search

The click this work was built to earn

  • When a search result is answered on the page, the click that acquisition work was built to earn does not happen.

    Users clicked a traditional result in 8% of searches with an AI summary, against 15% without. Links inside the summary were clicked in 1% of cases.

    Measured on 68,879 searches by 900 US adults with a tracked browser, March–April 2025.

    Pew Research Center · 2025-07-22 · verified 2026-09-07

  • The share of searches that end without anyone leaving the results page has moved decisively, and quickly.

    68.01% of US Google searches ended without a click in early 2026, up from 60.45% in 2024 and about 49% in 2019.

    Panel-based, not a census, and SparkToro states plainly that it does not isolate how much of the rise is attributable to AI Overviews specifically.

    Rand Fishkin, SparkToro, using Similarweb clickstream data · 2026-06-09 · verified 2026-09-07

  • Publishers measuring their own inbound traffic report the same direction at scale.

    Google search referrals to publishers fell 33% year on year globally to November 2025, and 38% in the US.

    Chartbeat, published in the Reuters Institute Journalism, Media and Technology Trends and Predictions 2026 · 2026-01-12 · verified 2026-09-07

  • The traffic is not moving to AI platforms. It is being absorbed. This is the load-bearing fact of the section: there is no new channel to migrate the old playbook onto.

    Search referral traffic fell about 60% for small publishers over two years against 22% for large ones, while AI chatbots remain under 1% of all publisher page-view referrals.

    Chartbeat, reported by Search Engine Land · 2026-03 · verified 2026-09-07

On the record

What the companies doing it have said

  • A public company itemised what it removed from its marketing cost base, and named agency work as the line item.

    Marketing agency spend down 25% (about $4m annualised), 80% of copywriting produced with generative AI, image production cycle cut from six weeks to seven days.

    Dated 2024, and a company describing its own results. The direction was later corroborated in Klarna's own SEC filing, where agency spend falls from $33m in 2022 to $8m in 2024.

    Klarna, company press release · 2024-05-28 · verified 2026-09-07

  • The largest buyers of marketing labour are trying to break the link between what they earn and how many people they employ. That link breaking is the whole transition, stated by the people doing it.

    A model linked to client outcomes will, over time, let WPP “move away from time and materials and decouple revenue from headcount.” — Joanne Wilson, CFO

    Trade-press reporting of an analyst call rather than a transcript. WPP has said it is running three commercial models in parallel, with output-based pricing still a minority of the business.

    Joanne Wilson, CFO, WPP, to analysts, reported by AdNews · 2025 · verified 2026-09-07

  • Inside a top-five global advertiser, the volume of creative output has changed by an order of magnitude rather than a percentage.

    “Before, we’d be doing 20 assets per campaign, and now we’re doing hundreds.” — Selina Sykes, global VP, marketing transformation, beauty and wellbeing, Unilever

    Selina Sykes, Unilever, in Digiday (Sam Bradley) · 2025-07-30 · verified 2026-09-07

  • Campaign execution is being absorbed into the ad platform itself, at a scale that is now disclosed on earnings calls.

    Meta's Advantage+ end-to-end ad solutions are “reaching over $75 billion in annual revenue run rate this quarter.” — Susan Li, CFO

    Susan Li, CFO, Meta, Q2 2026 earnings call · 2026-07-29 · verified 2026-09-07

Practitioners

What people who do this work say is left

  • The practitioner answer to the search shock is not a better ranking tactic. It is owning assets and audiences the platform does not intermediate, and changing what you measure.

    Build a brand recognisable to people and machines; convert platform attention into owned assets; replace attribution with correlation — branded search volume, engagement, share of voice.

    Amanda Natividad, VP Marketing, SparkToro · 2026-06-10 · verified 2026-09-07

  • The market is not shedding marketers so much as freezing them in place, which is why the change is easy to miss from inside a job.

    “the risk of leaving exceeds the pain of staying.” — Mark Ritson

    Mark Ritson, in The Drum · 2026-02-09 · verified 2026-09-07

  • The strongest objection to this whole direction comes from inside the craft, and it is not that the machine cannot do the work. It is about what the operator loses by never doing it.

    “If you skip the struggle, you miss the growth.” — Ann Handley

    Ann Handley, Chief Content Officer, MarketingProfs · 2026 · verified 2026-09-07

  • Growth fundamentals are not being repealed. The execution layer beneath them is being rebuilt, on a compressed timetable.

    “AI isn’t just another technology shift, it’s compressing years of competitive evolution into months.” — Brian Balfour

    Brian Balfour, founder and CEO, Reforge; former VP Growth, HubSpot · 2025-10-02 · verified 2026-09-07

The other side

The strongest case against this reading

Stated at full strength, because a page that only argues one way is an advertisement. If these hold, the argument above is wrong.
  • The single most-cited number in the search-shock story was substantially revised by the firm that produced it. Anyone quoting the collapse owes the reader the rebound.

    Organic click-through on AI-Overview queries rebounded about 85%, from a 1.3% floor in December 2025 to 2.4% in February 2026 — though cited results still run around 38% below equivalent queries with no AI Overview.

    Same firm whose earlier 61% decline figure is the most-quoted number in this debate. 53 brands, 5.47m queries.

    Seer Interactive · 2026-04-24 · verified 2026-09-07

  • The economic model this transition depends on has not arrived. The output shift is well evidenced; the payment shift is one contract.

    On outcome-based pay: “I suspect it will take a few years.” — Cindy Rose, CEO, WPP. One client, Jaguar Land Rover, has adopted it.

    Cindy Rose, CEO, WPP, in Digiday · 2026-08-06 · verified 2026-09-07

  • The occupation category this cluster sits in is projected to grow, not shrink. The decline is inside the category, not across it — and saying so is the difference between an argument and a scare.

    Marketing managers projected +7% for 2025–35 and the wider category +6%, while advertising and promotions managers within it fall 4%.

    US Bureau of Labor Statistics, Occupational Outlook Handbook · 2026 · verified 2026-09-07

  • If AI were mechanically removing agency labour, the third major holding company would not be adding people. The more defensible reading is that two holdcos are executing restructurings that predate and exceed AI.

    Publicis Groupe grew headcount by roughly 6% during 2025, to about 114,000, while WPP and Omnicom cut.

    Publicis Groupe reported headcount, 2025 annual figures · 2026 · verified 2026-09-07

  • The relationship between AI exposure and hiring reversed over the last year. The rebound is real — and it is concentrated in senior roles, which is simultaneously the strongest objection and quiet support for the argument.

    From May 2025 to May 2026, “the more exposed to AI an occupation is, on average, the more it rebounded” — with 71% of that posting growth in senior roles.

    Guillermo Gallacher, Indeed Hiring Lab · 2026-07-08 · verified 2026-09-07

  • Google denies the premise of the search section outright, and holds the only census-level data on the question. Every third-party measurement above is a panel or a publisher's own logs.

    “total organic click volume from Google Search to websites has been relatively stable year-over-year” — Liz Reid, VP and Head of Google Search

    Google published no underlying data with this statement, so it cannot be independently checked — which cuts against both sides of the argument.

    Liz Reid, VP and Head of Search, Google · 2025-08-06 · verified 2026-09-07

Where the work goes

The job on the other side of this

  • The destination is not our coinage. The most-watched venture firm in the sector is running a programme on the premise that these roles are merging into one, and describes the job in the same terms this product does.

    “The roles of a growth marketer, PM, and engineer are all collapsing into one.” Fellows identify the biggest lever in the growth engine and build the system that pulls it.

    A venture firm describing a programme it runs. Evidence that the role is being defined and invested in, not yet that it is being hired at volume.

    Andreessen Horowitz, Growth Engineer Fellowship announcement · 2026-04-07 · verified 2026-09-07

  • The same rotation shows up as discipline-level demand: the functions that own an engine grew while the functions that execute a craft shrank.

    Growth marketing +33%, partner and channel +21.2%, field +16.5%, product marketing +12.4%; communications and PR −13.6%, analytical marketing −8%.

    Taligence, 2025 United States Marketing Jobs Report · 2026 · verified 2026-09-07

  • A named analyst house forecasts the contraction in agency employment that the operator layer is emerging out of.

    Forrester predicts 15% of agency jobs will be eliminated in 2026, after headcount reductions averaging 8% across major holding companies in 2025.

    Forrester, team led by principal analyst Jay Pattisall, reported by The Drum (Sam Anderson) · 2025-10-03 · verified 2026-09-07

Content Operations Manager

Owns the content generation pipeline and the standard it has to clear: brand voice definition, editorial review, fact and claim checking, and publishing workflow.

  • editorial standards
  • brand voice definition
  • content workflow and publishing
  • prompt and generation tooling
  • fact checking and review

AEO / GEO Manager

Owns visibility on the surfaces that answer a query directly rather than ranking a page - what makes a source get cited at all, across AI search and generative engines.

  • answer-engine and LLM visibility
  • technical SEO
  • structured data and citation sourcing
  • content briefing for generative surfaces
  • visibility measurement tooling

Marketing Operations Lead

Runs paid and organic acquisition across a portfolio - budget allocation, creative pipeline and the measurement layer that decides which of it worked.

  • paid media buying
  • budget allocation across channels
  • campaign measurement and attribution
  • creative testing pipeline
  • marketing automation and agent tooling

Read those skill lists honestly against your own. Someone doing this work today overlaps on the domain knowledge and generally not on the agent tooling, which places them adjacent to the destination rather than already in it. That gap is the work, and naming it is more useful than a score that flatters.

Where does your own work actually stand?

The measurements above describe occupations. They do not describe you. The audit reads your own evidence — what you have owned, and what of it is repeatable somewhere else.

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