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Research

Research on how marketing teams actually work

Open surveys of marketing and content leaders, with the results live on the page and set against measured data where we have it. Every study answers one question nobody publishes a straight answer to.

1
study open now
4
more in preparation
10
responses so far
5
answers before any chart opens
Open now

AI visibility

Take it, and you see how you compare with everyone else after every answer.

Survey · live results

How marketing teams track their brand in AI answers, and what they do about it.

  • 10 responses so far
  • 21–28 questions
  • About 5 minutes
  • A free AI visibility benchmark for your category, if you opt in at the end
  • Your answers set against everyone else's, as you go and by email
  • The full report before it is published
Coming next

What we research next

Four more studies, each built the same way. Each card says what it will ask.

  • AI in content production

    Coming next

    How much of the content AI now makes, and where a person still signs off.

    • Which steps AI does: research, drafts, edits, briefs
    • Who reviews it before it ships
    • What changed in output, cost and team size
  • Reddit marketing

    Coming next

    Who works on Reddit, what survives the moderators, and whether any of it pays.

    • Posting, commenting or only monitoring
    • How often posts get removed or accounts banned
    • Whether it shows up in pipeline or AI answers
  • LinkedIn content

    Coming next

    Founder-led or company page, and which formats actually start conversations.

    • Whose profile carries the content
    • Cadence, formats and who writes them
    • How teams tell reach from real pipeline
  • AI in design

    Coming next

    Which design work has moved to AI, and what still needs a designer.

    • Images, layouts, ads and brand assets: who makes them now
    • How teams keep a brand consistent
    • What AI-made design costs in rework

How every study runs

Six rules, the same for every study. Each study page carries its own methodology on top.

  1. 01

    Asked of the people who do the work.

    Heads of content and SEO, marketing leaders, founders and the agencies working for them. Anyone can answer, and the methodology on each study says who did.

  2. 02

    Results live, on the page.

    Charts fill in as answers arrive. Nobody has to hand over an email to see them.

  3. 03

    Nothing drawn below 5 answers.

    With three answers one person is a third of the chart, so a question says it is waiting instead of showing a percentage.

  4. 04

    Totals only.

    Names, emails and companies never sit next to an answer. A company logo appears only when its participant asked for it.

  5. 05

    Measured where we can.

    Where we hold real data, like the AI answers our tracker records, it sits beside what people say they do. A survey alone reports beliefs.

  6. 06

    Participants first.

    Everyone who answers sees how they compare as they go, and gets the full report before it is published.