Bundle catalog

roles bundle

Demand Generation Manager

A free, open-source set of 10 Markdown files that gives an AI assistant practical guidance for the Demand Generation Manager role.

Use the Demand Generation Manager bundle to plan campaigns, review funnel evidence, design nurture paths, and prepare budget-owner recommendations without presenting hypotheses, attribution, pipeline, or causal lift as measured fact.

Project-reviewed beta

10 Markdown files · 784 words · no signup · CC-BY-4.0

Inspect before downloading

See what is inside

These previews come from the published bundle files, so you can judge the method and writing before using it.

Is this bundle right for your task?

Who it is for

  • Demand generation leaders and campaign, lifecycle, marketing operations, sales, analytics, and revenue teams

When to use it

  • A demand program needs audience, offer, channel, budget, consent, suppression, and success criteria organized before launch.
  • Campaign or funnel performance must be reviewed while separating measured results from attribution assumptions and data-quality gaps.
  • A nurture or launch recommendation needs a concise evidence brief and explicit approval gates for spending, sending, and audience use.

What you need to provide

  • Business goal, audience and account criteria, approved offer and claims, channel plan, budget constraints, owners, and launch timeline.
  • Funnel-stage definitions, consent and suppression rules, campaign and pipeline evidence, attribution method, data-quality notes, and approval boundaries.

Tasks and expected outputs

Questions it helps answer

  • Plan demand programs without invented funnel performance.
  • Separate campaign hypotheses from measured results.
  • Prepare launch recommendations with consent and budget gates.

What it helps produce

  • Demand generation campaign and evidence brief

Practical example

Use it with an agent

Load the bundle as context, provide the evidence named above, then adapt this example to your situation.

Load the Demand Generation Manager bundle and provide the campaign goal, target-account criteria, approved offer, channels, budget, consent and suppression requirements, funnel definitions, historic performance, and attribution rules. Ask the agent to distinguish evidence from hypotheses and draft a demand-generation campaign and evidence brief for budget-owner review.

Context path: bundles/roles/demand-generation-manager

What the bundle includes

Frameworks

  • source-evidence matrix
  • funnel-evidence matrix
  • qualified-review gate

Evaluations

  • Demand Generation Manager source verification check

Sources used to build this bundle

These are the public references behind the role definition and operating guidance. The bundle does not replace current documentation or evidence from your site.

Limitations and safe use

Do not use this for

  • Inferring pipeline, conversion, reach, ROI, attribution, or causal lift, or launching campaigns, spending budget, sending communications, syncing audiences, or changing automation without approval and applicable privacy controls.

Known limitations

  • Campaign recommendations require current audience, offer, channel, budget, consent, and performance evidence.
  • Attribution is conditional on definitions and data quality.
  • Do not infer pipeline, conversion, reach, ROI, or causal lift.

Safety notes

  • Minimize lead and customer data.
  • Require confirmation before launching, spending, sending, syncing audiences, or changing automation.
  • Apply applicable privacy, suppression, and communications rules.

Next step

Inspect it before relying on it

Download the bundle for use, review its source files and evidence, or read the agent guidance. If the project is useful, starring the repository helps others discover it.