Playbook: Alex for Marketing Professionals

Your reference for applying Alex to marketing strategy, campaign development, brand voice, and performance analysis. Ready-to-run prompts — built around the hard realities of marketing, not the theory.

What This Guide Is Not

This is not a habit formation guide (see Self-Study Guide for that). This is a domain use-case library — the specific things Alex can do in your marketing work, and how to do them well.

Where to Practice These Prompts

Every prompt in this guide works with any AI assistant — ChatGPT, Claude, GitHub Copilot, Gemini, or whatever tool you prefer. The prompts are the skill; the tool is just where you type them. Pick the one you’re comfortable with and start today.

For an integrated experience, the Alex VS Code extension (free) was purpose-built for this workshop. It understands marketing context, lets you save effective prompts with /saveinsight, and brings your playbook and practice exercises into one workspace. VS Code is a free editor that takes minutes to set up, even if you’ve never used it before.

You don’t need a specific tool to benefit. You need the habit of reaching for AI when the work is genuinely hard — not just when it’s repetitive.

Core Principle for Marketers

The biggest risk in marketing and AI: generic output. AI defaults to average because average is statistically “safe.” Marketing that converts is specific, opinionated, and audience-aware.

To get specific output from Alex, you must give specific input. Brand voice, persona detail, product differentiators, the specific emotion you want to trigger — all of this must be in your prompt. If you do not give it, Alex will invent generic substitutes that sound plausible and perform like wallpaper.

The pattern that separates effective marketing AI use from ineffective: treat Alex as a strategic sparring partner first, copy generator second.

The Seven Use Cases

1. Campaign Strategy and Brief Development

The marketer’s strategy challenge: Most campaigns fail upstream — not in execution, but in brief quality. A brief that says “increase awareness among decision-makers” is not a brief. It is a wish. The discipline of writing a sharp, constrained brief is one of the highest-leverage things a marketer can do, and it is the part most often skipped when time is short.

When to use: Building a campaign from scratch, or when an existing campaign is not performing and you need to rethink it.

Prompt pattern:

I am developing a campaign strategy for [product/service/launch].
Target audience: [role, pain points, buying stage, what they currently believe about this category].
Campaign goal: [awareness / consideration / conversion / retention — pick one].
Key differentiator to land: [what makes this the right choice for this audience].
Tone: [professional / provocative / warm / urgent / educational].
Budget class: [limited / mid / full — enough to constrain channel recommendations].

Build a campaign brief:
- Core message (one sentence)
- Three supporting messages
- Channel and format recommendations with rationale
- Call to action
- What success looks like (leading and lagging indicators)

Follow-up prompts:

Play the role of a skeptical CMO reviewing this brief. What is weak?

How would a direct competitor attack this messaging? How do I make it more defensible?

This brief was approved but the creative team is making it generic. What is the brief language causing that and how do I fix it?

Try this now: You are launching a B2B SaaS product for mid-market HR teams. Your buyer is the VP of People Ops, your competitor owns the “easy to use” positioning, and your real advantage is integration with 50+ payroll systems. Paste that context into the campaign strategy prompt. The output will force you to choose a positioning angle that your competitor cannot copy — and that matters more than writing clever ad copy.

2. Audience and Persona Analysis

The marketer’s persona challenge: Most marketing personas are fictional composites built in a conference room by people who have not talked to a customer recently. They have names like “Marketing Mary” and stock photos. They do not predict what copy will convert because they were never built on behavioral reality — only demographic assumption.

When to use: Sharpening your ICP, exploring a new segment, or pressure-testing a persona assumption before spending budget on it.

Prompt pattern:

I am targeting [audience segment] with [product/service].
What I know about them: [role, context, pain points, objections, buying process].
What I am assuming but have not validated: [your honest list].

Build a persona analysis:
- What they are trying to achieve in their role
- What is actually getting in their way (not what they say — what the symptoms suggest)
- What triggers them to evaluate a solution like mine
- The language they use (that I should mirror, not corporate-speak)
- What makes them say no — and which of those I can actually address

Follow-up prompts:

What assumptions about this audience am I most likely wrong about?

How does this persona differ from [adjacent persona] in what they need to hear?

Write the verbatim internal monologue of this person when they see my ad.

3. Messaging and Copy Development

The marketer’s copy challenge: Copywriting is not about writing well. It is about writing specifically for one person with one problem at one moment in their journey. Every word that is not doing work for the reader is working against you. The discipline of cutting, specificity, and ruthless audience focus is what separates copy that converts from copy that describes.

When to use: Developing value propositions, website copy, ad copy, email sequences, or landing page content.

Prompt pattern:

I need to write [copy type: value prop / email subject lines / ad copy / landing page headline] for [product/service].
Audience: [one person, described precisely].
Core message: [the one thing they need to believe after reading].
Brand voice: [describe with adjectives and an example if you have one].
Constraint: [character limit / word count / format / forbidden phrases].

Follow-up prompts:

Give me five alternatives — each with a completely different angle (emotional / rational / fear / aspiration / social proof).

Which of these five would you bet on for this audience and why?

Test this copy against these three objections: [list them]. Where does it fail?

Remove every word that the reader already knows or that does not add new information.

4. Content Planning and Editorial Strategy

The marketer’s content challenge: Most content calendars are topics without a strategy. They fill space without building anything — no cumulative authority, no audience movement from one stage to the next, no discernible point of view. A content strategy is not a list of topics. It is a theory of how content changes what your audience believes and does over time.

When to use: Building a content calendar, planning a thought leadership series, or designing a nurture sequence.

Prompt pattern:

I am planning [content type: blog series / email nurture / LinkedIn thought leadership] for [audience].
Goal: [build trust / generate leads / retain customers / shift a belief].
Cadence: [weekly / biweekly / monthly].
Our perspective on [topic — what we believe that others do not or will not say]:

Build a three-month content plan with:
- Topic ideas and angles
- The specific audience belief or behavior each piece is designed to shift
- The logical sequence (what must they read/see first before the later content lands)
- Where I should take a stronger position than feels comfortable

Follow-up prompts:

Which three topics in this plan have the most search demand potential?

Where is this content plan too safe? Where should I take a harder position?

What is the one piece of content in this plan that would be genuinely hard for a competitor to replicate?

5. Post-Campaign Analysis and Optimization

The marketer’s analysis challenge: Post-campaign reports are too often a narrative written around whatever the numbers happened to be. Good analysis requires distinguishing signal from noise, separating what the data actually shows from what we want it to show, and generating hypotheses specific enough to test in the next cycle.

When to use: After a campaign completes or at a performance checkpoint — before the next planning cycle.

Prompt pattern:

I am analyzing results from [campaign].
What worked: [metrics and qualitative observations].
What did not: [metrics and qualitative observations].
My current hypothesis for the gap: [your thinking].
External factors that may have affected results: [season / market / competitive context].

Help me build an analysis:
- What the data tells us vs. what it does not tell us
- Root cause hypotheses for underperformance, ranked by confidence
- Specific, testable changes for next cycle
- What to stop, start, and double down on

Follow-up prompts:

What is the alternative explanation for underperformance that I have not considered?

Translate this analysis into a five-bullet summary for the leadership team.

What would we need to believe for the underperformance to be a one-time anomaly vs. a structural problem?

6. Brand Voice Development and Consistency

The marketer’s brand voice challenge: Brand voice guidelines are created, approved, filed, and then ignored at the first deadline. The problem is not usually the guidelines — it is that the guidelines are not specific enough to answer the real question in the moment: “Does this sentence sound like us?” Building a usable brand voice reference requires examples, counter-examples, and honest articulation of what is easy to get wrong.

When to use: Creating or refining brand voice guidelines, auditing existing copy for consistency, onboarding writers or agencies, or building a reference you will actually use in prompts.

Prompt pattern:

I need to develop (or sharpen) the brand voice for [company/product].
What we do: [brief description].
Audience: [who we are writing for].
How we want to be perceived: [three to five adjectives that are genuinely us, not aspirational fiction].
A piece of copy we are proud of: [paste an example].
A piece of copy that felt off: [paste an example, even from a competitor].

Build a brand voice guide with:
1. Voice characteristics with a one-sentence definition of each
2. What we do vs. what we never do (with examples)
3. Tone adjustments by context (social vs. email vs. long-form vs. crisis)
4. The three most common mistakes writers make with this voice

Follow-up prompts:

Rewrite this copy in our brand voice: [paste copy that is off-brand].

I have five content pieces from the past quarter. Review them for brand voice consistency and flag the deviations.

Write the brand voice brief I would give to an agency or freelancer starting tomorrow.

7. Marketing Performance Framing and Reporting Up

The marketer’s reporting challenge: Marketing has a credibility problem with finance and leadership. Vanity metrics (impressions, followers, click-through rates) look like activity, not value. The marketers who earn a seat at the table are the ones who can connect marketing activity to business outcomes — and speak honestly about what they can and cannot attribute.

When to use: Preparing marketing performance reports for leadership, defending budget decisions, arguing for investment, or explaining results that need context.

Prompt pattern:

I am preparing a marketing performance report for [audience: CFO / CEO / board / VP Sales].
Reporting period: [timeframe].
Key metrics: [what you have — include both marketing-native metrics and business outcomes if available].
Story I want to tell: [what is actually going on, in plain terms].
What I cannot fully attribute but believe is connected: [be honest].

Help me:
1. Separate what the data proves from what it suggests
2. Frame the results in terms of business outcomes, not marketing activity
3. Anticipate the "so what" questions I will be asked
4. Present attribution limitations honestly without undermining the report
5. Make the budget implication clear without overclaiming

Follow-up prompts:

The CFO will ask why we spent 30% of budget on brand with no direct attribution. Help me answer that rigorously.

Build the bridge between [marketing metric] and [business outcome] in language a non-marketer will believe.

What is the one slide in this presentation that would get the most pushback and how do I make it more defensible?

What Great Looks Like

After consistent use, you should notice:

• Campaign briefs are sharper and the brief-to-execution gap is smaller
• Copy takes fewer rounds because you are briefing Alex with genuine specificity
• Your reporting tells a clearer story and earns fewer “but what does this mean?” questions
• You have a library of brand voice examples you can drop into any prompt
• You are asking harder questions about your audience — and getting better answers

The marketers who will be most valuable in an AI-augmented world are not the ones who can generate content fastest. They are the ones with the sharpest strategic judgment about what to make and why.

Your AI toolkit: These prompts work in ChatGPT, Claude, Copilot, Gemini — and in the Alex VS Code extension, which was designed around them. Start with whatever you have. The skill transfers across all of them.

Your First Week Back: Practice Plan

Month 2–3: Advanced Applications

Track Your Growth

Brand Voice Library Build a brand voice reference you can call into every prompt session.

/saveinsight title="Brand voice: [Company]" insight="Voice: [adjectives]. Tone: [formal/casual]. We say [example]. We never say [counter-example]. Audience: [description]. Common mistakes: [list]." tags="brand-voice"

Competitive Positioning Reference

/saveinsight title="Competitor [name] positioning" insight="[Their core claim. Their audience. Their weakness. How we are different. What we must never concede.]" tags="competitive"

Continue your practice: Self-Study Guide — the 30/60/90-day habit guide.