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AI visibility program brief: get leadership to approve the program, the trade-offs and the pilot

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Buyers now shortlist vendors in AI assistants as well as in search, and the brands those answers cite get the first look. Most teams already know this. What they lack is a brief their leadership team can approve. This template is that brief: the answer in one paragraph, four pillars with owners and measures, what each function commits, what you will stop doing to make room, how agents and people share the work, the capacity math, a 90-day pilot with a go or no-go date, governance and the decisions you need. Fill in the brackets and present it in one 60-minute session.

  • The one-paragraph answer leadership approves, with a fill-in version
  • Four pillars: be found, be cited, be trusted, lead the conversation, each with owners and 2027 measures
  • An ownership matrix for 12 functions, from web and content to PR, legal and customer success
  • A de-select ledger: what you stop, who feels it and what it frees
Written by the PlanConversion Strategy Team, from programs run for ABB, KNIME and Nakisa. For CMOs, directors of web and digital experience, and VPs of AI adoption at mid-market and enterprise B2B companies.
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What’s inside

Everything in the template

Practical and specific: questions, checks and decisions you can use in your next meeting, not theory.

01

The one-paragraph answer leadership approves, with a fill-in version

02

Four pillars: be found, be cited, be trusted, lead the conversation, each with owners and 2027 measures

03

An ownership matrix for 12 functions, from web and content to PR, legal and customer success

04

A de-select ledger: what you stop, who feels it and what it frees

05

The two-tier agent model with human sign-off by function

06

Capacity math, a 90-day pilot with go or no-go criteria, governance and the decisions to request

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The brief, in the order your leadership team reads it

  1. Page 1: the answer in one paragraph, and the five things leadership needs to know.
  2. Pages 2 to 3: the four pillars and which function owns each one.
  3. Page 4: the trade-offs, written as a ledger with the team that feels each one.
  4. Pages 5 to 6: how the work runs, who reviews it and what it costs in hours.
  5. Pages 7 to 8: the 90-day pilot, governance and the decisions you are asking for.
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AI visibility program brief template

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About this template

Who should present this brief?

The person who will own the program, usually the director of web or digital strategy, with the CMO as executive sponsor. The content lead and the web build team should be in the room for the trade-offs.

Why does the brief lead with what we stop?

Because AI visibility work competes with everything else on the web and content calendar. Leadership approval without agreed de-selects becomes a wish list that nobody has hours for.

Do we need AI agents to run this program?

No. Agents make the weekly checks and first drafts affordable at full depth. The pillars, owners and pilot work with people alone, at a slower rhythm.

How do we measure AI visibility?

With a fixed set of buyer questions asked in each assistant on a schedule, by market, tracking whether you are named, cited and described accurately. Pair it with an AI channel in analytics and a source field on the demo form.

Can PlanConversion run the program with our team?

Yes. We work as an extension of your team: we set up the measurement, run the agent workflow with your reviewers in the loop, and report results in pipeline. Talk to our team.

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