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AI Fluency Pad · Marketing Candidate Recording
campaign-brief.doc
channel-spend.csv
dashboard.html

Campaign Brief & Interview Task

Marketing · AI Fluency interview · 30 minutes

Scenario

You’re a growth marketer at a B2B SaaS company. Last quarter’s multi-channel campaign just wrapped, and leadership wants a clear read on what worked before the next budget cycle.

Your task

Using the attached data and AI Assist, produce a summary leadership can act on. Specifically:

  • Pull the key metrics from the channel spend data.
  • Build a simple HTML dashboard that highlights performance by channel.
  • Recommend where to shift budget next quarter, with reasoning.
Interviewer note: evaluate how the candidate prompts, iterates, and sanity-checks the AI’s output—not just the final result.

What we’re assessing

  • Prompt quality and specificity
  • Iteration and error-checking
  • Judgment applying AI output to a real decision
Campaign PerformanceLive preview
3.1x
ROAS
1,240
MQLs
$48
Cost per lead
18%
Conv. rate
Leads by channel
Spend share
Solve realistic work with AI fluency

The messy files the job actually hands them

Candidates don’t get emails. They get a workspace with the same materials for the role. You upload the file or use our templates.

Because everyone gets the same set, you’re comparing candidates on the same criteria — and you find out fast who can perform on the job to solve a realistic work challenge.

Watch real prompting with actual ai tools

Watch real prompting, iteration, and judgment

Every candidate gets a consistent experience with Claude, GPT, Gemini, and Llama built into the pad. Candidates don’t bring their own accounts, and your team doesn’t configure anything. You see the candidate, not their tooling.

replay an ai coding interview afterwards

Replay every prompt, edit, and AI response

Every prompt, edit, model switch, and response is captured — scrub the timeline to the moment the work turned, or skip straight to the usage summary and make the call in two minutes.

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