TODO — make this yours. This is a generic starting template. Edit it to fit your own marketing operation: your channels and brand voice, your ICP and audience segments, your campaign cadence, and your reporting/analytics stack. Delete what you don't use.
Marketing Skill
Frameworks and guidance for planning marketing campaigns, creating content across channels, keeping brand voice consistent, and measuring/optimizing performance.
Campaigns
Campaign Framework: Objective, Audience, Message, Channel, Measure
Every campaign should be built on this five-part framework:
1. Objective
Define what success looks like before planning anything else.
- Awareness: increase brand or product visibility (measured by reach, impressions, share of voice)
- Consideration: drive engagement and education (measured by content engagement, email signups, webinar attendance)
- Conversion: generate leads or sales (measured by signups, demos, purchases, pipeline)
- Retention: re-engage existing customers (measured by churn reduction, upsell, NPS)
- Advocacy: turn customers into promoters (measured by referrals, reviews, UGC)
Good objectives are SMART: Specific, Measurable, Achievable, Relevant, Time-bound.
Example: "Generate 200 marketing qualified leads from mid-market SaaS companies in North America within 6 weeks of campaign launch."
2. Audience
Define who you are trying to reach with enough specificity to guide messaging and channel decisions.
- Demographics: role/title, seniority, company size, industry
- Psychographics: motivations, pain points, goals, objections
- Behavioral: where they consume content, how they buy, what they have engaged with before
- Buying stage: are they unaware of the problem, researching solutions, or ready to buy?
Create a brief audience profile (not a full persona) for campaign planning:
"[Role] at [company type] who is struggling with [pain point] and looking for [desired outcome]. They typically discover solutions through [channels] and care most about [priorities]."
3. Message
Craft the core message and supporting points that will resonate with the audience.
- Core message: one sentence that captures what you want the audience to think, feel, or do
- Supporting messages: 3-4 points that provide evidence, address objections, or elaborate on benefits
- Proof points: data, case studies, testimonials, or third-party validation for each supporting message
- Differentiation: what makes your offering different from alternatives (including doing nothing)
Message hierarchy:
- Why should I care? (addresses the pain point or opportunity)
- What is the solution? (positions your offering)
- Why you? (differentiates from alternatives)
- What should I do? (call to action)
4. Channel
Select channels based on where your audience is, not where you are most comfortable. See the Channel Selection Guide below.
5. Measure
Define how you will know the campaign worked. See Success Metrics by Campaign Type below, and the Performance section for channel-level metrics.
Channel Selection Guide
Owned Channels
| Channel | Best For | Typical Metrics | Effort |
|---|
| Blog/Website | SEO, thought leadership, education | Traffic, time on page, conversions | Medium |
| Email | Nurture, retention, announcements | Open rate, CTR, conversions | Low-Medium |
| Social (organic) | Awareness, community, brand building | Engagement, reach, follower growth | Medium |
| Webinars | Education, lead gen, product demos | Registrations, attendance, pipeline | High |
| Podcast | Thought leadership, brand awareness | Downloads, subscriber growth | High |
Earned Channels
| Channel | Best For | Typical Metrics | Effort |
|---|
| PR/Media | Awareness, credibility, launches | Coverage, share of voice, referral traffic | High |
| Guest content | Audience expansion, SEO, credibility | Referral traffic, backlinks | Medium |
| Influencer/Partner | Audience expansion, trust | Reach, engagement, referral conversions | Medium-High |
| Community | Awareness, trust, feedback | Mentions, engagement, referral traffic | Medium |
| Reviews/Ratings | Credibility, SEO, consideration | Review volume, rating, conversion lift | Low-Medium |
Paid Channels
| Channel | Best For | Typical Metrics | Effort |
|---|
| Search ads (SEM) | High-intent lead capture | CPC, CTR, conversion rate, CPA | Medium |
| Social ads | Awareness, retargeting, lead gen | CPM, CPC, CTR, CPA, ROAS | Medium |
| Display/Programmatic | Awareness, retargeting | Impressions, CPM, view-through conversions | Low-Medium |
| Sponsored content | Thought leadership, lead gen | Engagement, leads, cost per lead | Medium |
| Events/Sponsorships | Relationship building, brand | Leads, meetings, pipeline influenced | High |
Channel Selection Criteria
When choosing channels, consider:
- Where does your target audience spend time?
- What is the buying stage you are targeting? (awareness channels vs. conversion channels)
- What is your budget? (paid channels require spend; owned/earned require time)
- What content assets do you already have or can you produce?
- What has worked in the past? (reference historical data if available)
Content Calendar Creation
Calendar Structure
A content calendar should answer: what, where, when, who, and why for every piece of content.
| Date | Content Piece | Channel | Audience Segment | Campaign/Theme | Owner | Status |
|---|
Calendar Planning Process
- Start with milestones: campaign launch, event dates, product releases, seasonal moments
- Work backward: what needs to be live and when? What is the production lead time?
- Map content to funnel stages: ensure coverage across awareness, consideration, and conversion
- Batch by theme: group related content pieces into weekly or bi-weekly themes
- Balance channels: do not over-index on one channel; ensure the audience sees the campaign across touchpoints
- Build in flexibility: leave 20% of calendar slots open for reactive or opportunistic content
Content Cadence Guidelines
- Blog: 1-4 posts per week depending on team size and goals
- Email newsletter: weekly or bi-weekly for most audiences
- Social media: 3-7 posts per week per platform (varies by platform)
- Paid campaigns: continuous during campaign window with creative refreshes every 2-4 weeks
- Webinars: monthly or quarterly depending on resources
Production Timeline Benchmarks
- Blog post: 3-5 business days (research, draft, review, publish)
- Email campaign: 2-3 business days (copy, design, test, send)
- Social media posts: 1-2 business days (draft, design, schedule)
- Landing page: 5-7 business days (copy, design, development, QA)
- Video content: 2-4 weeks (script, production, editing)
- Ebook/whitepaper: 2-4 weeks (outline, draft, design, review)
Budget Allocation Approaches
Percentage of Revenue Method
- Industry benchmark: 5-15% of revenue for marketing, with B2B typically at 5-10% and B2C at 10-15%
- Startups and growth-stage companies often invest 15-25% of revenue in marketing
- Within the marketing budget, allocate across brand (long-term) and performance (short-term)
Channel Allocation Framework
A common starting framework (adjust based on goals and historical data):
| Category | Percentage of Budget | Examples |
|---|
| Paid acquisition | 30-40% | Search ads, social ads, display |
| Content production | 20-30% | Blog, video, design, ebooks |
| Events and sponsorships | 10-20% | Conferences, webinars, meetups |
| Tools and technology | 10-15% | Analytics, automation, CRM |
| Testing and experimentation | 5-10% | New channels, A/B tests, pilots |
Budget Optimization Principles
- Start with your highest-confidence channel and allocate 60-70% of paid budget there
- Reserve 15-20% for testing new channels or tactics
- Shift budget monthly based on performance data (do not set and forget)
- Account for production costs, not just media spend
- Include a 10-15% contingency for unexpected opportunities or overruns
Success Metrics by Campaign Type
Awareness Campaign
| Metric | What It Measures |
|---|
| Reach/Impressions | How many people saw the campaign |
| Brand mention volume | Increase in brand conversations |
| Share of voice | Your mentions vs. competitors |
| Direct traffic | People coming to your site unprompted |
| Social follower growth | Audience building |
Lead Generation Campaign
| Metric | What It Measures |
|---|
| Total leads | Volume of new contacts |
| Marketing qualified leads (MQLs) | Leads meeting quality threshold |
| Cost per lead (CPL) | Efficiency of spend |
| Lead-to-MQL conversion rate | Quality of leads generated |
| Pipeline influenced | Revenue opportunity created |
Product Launch Campaign
| Metric | What It Measures |
|---|
| Signups or trials | Adoption of new product |
| Activation rate | Users who complete key first action |
| Media coverage | Earned media hits |
| Social buzz | Mentions, shares, engagement spike |
| Feature adoption | Usage of specific launched features |
Retention/Engagement Campaign
| Metric | What It Measures |
|---|
| Churn rate change | Customer retention improvement |
| Engagement rate | Interactions with campaign content |
| NPS or CSAT change | Satisfaction improvement |
| Upsell/cross-sell revenue | Expansion revenue |
| Feature adoption | Usage of promoted features |
Event/Webinar Campaign
| Metric | What It Measures |
|---|
| Registrations | Interest generated |
| Attendance rate | Conversion from registration |
| Engagement during event | Questions, polls, chat activity |
| Post-event conversions | Leads or pipeline from attendees |
| Content repurposing reach | Downstream audience from recordings |
Content
Content Type Templates
Blog Post Structure
- Headline — clear, benefit-driven, includes primary keyword (aim for 60 characters or less for SEO)
- Introduction (100-150 words) — hook the reader with a question, statistic, bold claim, or relatable scenario. State what the post will cover. Include primary keyword.
- Body sections (3-5 sections) — each with a descriptive subheading (H2). Use H3 for subsections. One core idea per section with supporting evidence, examples, or data.
- Conclusion (75-100 words) — summarize key takeaways, reinforce the main message, include a call to action.
- Meta description — under 160 characters, includes primary keyword, compels the click.
Social Media Post Structure
- Hook — first line grabs attention (question, bold statement, number)
- Body — 2-4 concise points or a short narrative
- CTA — what should the reader do next (comment, click, share, tag)
- Hashtags — 3-5 relevant hashtags (platform-dependent)
Email Newsletter Structure
- Subject line — under 50 characters, creates curiosity or states clear value
- Preview text — complements the subject line, does not repeat it
- Header/hero — visual anchor and one-line value statement
- Body sections — 2-3 content blocks, each scannable with a bold intro sentence
- Primary CTA — one clear action per email
- Footer — unsubscribe link, company info, social links
Landing Page Structure
- Headline — primary benefit in under 10 words
- Subheadline — elaborates on the headline with supporting context
- Hero section — headline, subheadline, primary CTA, supporting image or video
- Value propositions — 3-4 benefit-driven sections with icons or images
- Social proof — testimonials, logos, stats, case study snippets
- Objection handling — FAQ or trust signals
- Final CTA — repeat the primary call to action
Press Release Structure
- Headline — factual, newsworthy, under 80 characters
- Subheadline — optional, adds context
- Dateline — city, state, date
- Lead paragraph — who, what, when, where, why in 2-3 sentences
- Body paragraphs — supporting details, quotes, context
- Boilerplate — company description (standardized)
- Media contact — name, email, phone
Case Study Structure
- Title — "[Customer] achieves [result] with [product]"
- Snapshot — customer name, industry, company size, product used, key result (sidebar or callout box)
- Challenge — what problem the customer faced
- Solution — what was implemented and how
- Results — quantified outcomes with specific metrics
- Quote — customer testimonial
- CTA — learn more, get a demo, read more case studies
Writing Best Practices by Channel
Blog
- Write at an 8th-grade reading level for broad audiences; adjust up for technical audiences
- Use short paragraphs (2-4 sentences)
- Include subheadings every 200-300 words
- Use bullet points and numbered lists to break up text
- Include at least one data point, example, or quote per section
- Write in active voice
- Front-load key information in each section
Social Media
- LinkedIn: professional but human, paragraph breaks for readability, personal stories and lessons perform well, 1,300 characters is the sweet spot before "see more"
- Twitter/X: concise and punchy, strong opening words, threads for longer narratives, engage with replies
- Instagram: visual-first captions, storytelling hooks, line breaks for readability, hashtags in first comment or at end
- Facebook: conversational tone, questions drive comments, shorter posts (under 80 characters) get more engagement for links
Email
- Write subject lines that create urgency, curiosity, or state clear value
- Personalize where possible (name, company, behavior)
- One primary CTA per email — make it visually distinct
- Keep body copy scannable: bold key phrases, short paragraphs, bullet points
- Test everything: subject lines, send times, CTA copy, layout
- Mobile-first: most email is read on mobile
Web (Landing Pages, Product Pages)
- Lead with benefits, not features
- Use "you" language — speak to the reader directly
- Minimize jargon unless the audience expects it
- Every section should answer "so what?" from the reader's perspective
- Reduce friction: fewer form fields, clear next steps, trust signals near CTAs
SEO Fundamentals for Content
Keyword Strategy
- Identify one primary keyword and 2-3 secondary keywords per piece
- Use the primary keyword in: headline, first paragraph, one subheading, meta description, URL slug
- Use secondary keywords naturally in body copy and subheadings
- Do not keyword-stuff — write for humans first
On-Page SEO Checklist
- Title tag: under 60 characters, includes primary keyword
- Meta description: under 160 characters, includes primary keyword, compels click
- URL slug: short, descriptive, includes primary keyword
- H1: one per page, matches or closely reflects the title tag
- H2/H3: descriptive, include secondary keywords where natural
- Image alt text: descriptive, includes keyword where relevant
- Internal links: 2-3 links to related content on your site
- External links: 1-2 links to authoritative sources
Content-SEO Integration
- Aim for comprehensive coverage of the topic (search engines reward depth)
- Answer related questions (check "People Also Ask" for ideas)
- Update and refresh high-performing content regularly
- Structure content for featured snippets: definition paragraphs, numbered lists, tables
Headline and Hook Formulas
Headline Formulas
- How to [achieve result] [without common obstacle] — "How to Double Your Email Open Rates Without Sending More Emails"
- [Number] [adjective] ways to [achieve result] — "7 Proven Ways to Reduce Customer Churn"
- Why [common belief] is wrong (and what to do instead) — "Why More Content Is Not the Answer (And What to Do Instead)"
- The [adjective] guide to [topic] — "The Complete Guide to B2B Content Marketing"
- [Do this], not [that] — "Build a Community, Not Just an Audience"
- What [impressive result] taught us about [topic] — "What 10,000 A/B Tests Taught Us About Email Subject Lines"
- [topic]: what [audience] needs to know in [year] — "SEO: What Marketers Need to Know in 2025"
Hook Formulas (Opening Lines)
- Surprising statistic: "73% of marketers say their biggest challenge is not budget — it is focus."
- Contrarian statement: "The best marketing campaigns start with saying no to most channels."
- Question: "When was the last time a marketing email actually changed what you bought?"
- Scenario: "Imagine launching a campaign and knowing, before it goes live, which messages will land."
- Bold claim: "Most landing pages lose half their visitors in the first three seconds."
- Story opening: "Last quarter, our team was spending 20 hours a week on reporting. Here is what we did about it."
Call-to-Action Best Practices
CTA Principles
- Use action verbs: "Get", "Start", "Download", "Join", "Try", "See"
- Be specific about what happens next: "Start your free trial" is better than "Submit"
- Create urgency when genuine: "Join 500 teams already using this" or "Limited spots available"
- Reduce risk: "No credit card required", "Cancel anytime", "Free for 14 days"
- One primary CTA per page or email — too many choices reduce conversions
CTA Examples by Context
- Blog post: "Read our complete guide to [topic]" / "Subscribe for weekly insights"
- Landing page: "Start free trial" / "Get a demo" / "See pricing"
- Email: "Read the full story" / "Claim your spot" / "Reply and tell us"
- Social media: "Drop a comment if you agree" / "Save this for later" / "Link in bio"
- Case study: "See how [product] can work for your team" / "Talk to our team"
CTA Placement
- Above the fold on landing pages (do not make users scroll to act)
- After establishing value in emails (not in the first sentence)
- At the end of blog posts (after you have earned the reader's trust)
- In-line within content when contextually relevant (e.g., a related guide mention)
- Repeat the primary CTA at the bottom of long-form pages
Brand voice
Brand Voice Documentation Framework
A complete brand voice document should cover these areas. Use this framework to help users define their brand voice or to understand an existing brand voice configuration.
- Brand Personality — define the brand as if it were a person. What are its defining traits? Example: "If our brand were a person, they would be a knowledgeable colleague who explains complex things simply, celebrates your wins genuinely, and never talks down to you."
- Voice Attributes — 3-5 attributes that define how the brand communicates (see below).
- Audience Awareness — who the brand is speaking to (primary and secondary), what they care about, their expertise level, and how they expect to be addressed.
- Core Messaging Pillars — 3-5 key themes the brand consistently communicates, their hierarchy, and how each connects to audience needs.
- Tone Spectrum — how the voice adapts across contexts while remaining recognizably the same brand (see Tone Adaptation below).
- Style Rules — specific grammar, formatting, and language rules (see Style Guide Enforcement below).
- Terminology — preferred and avoided terms (see Terminology Management below).
Voice Attributes
Common Voice Attribute Pairs
When defining brand voice, it helps to position attributes on a spectrum:
| Spectrum | One End | Other End |
|---|
| Formality | Formal, institutional | Casual, conversational |
| Authority | Expert, authoritative | Peer-level, collaborative |
| Emotion | Warm, empathetic | Direct, matter-of-fact |
| Complexity | Technical, precise | Simple, accessible |
| Energy | Bold, energetic | Calm, measured |
| Humor | Playful, witty | Serious, earnest |
| Innovation | Cutting-edge, forward-looking | Established, proven |
Defining an Attribute
For each chosen attribute, document it in this format:
[Attribute name]
- We are: [what this means in practice]
- We are not: [common misinterpretation to avoid]
- This sounds like: [example sentence demonstrating the attribute]
- This does NOT sound like: [example sentence violating the attribute]
Example:
Approachable
- We are: friendly, clear, jargon-free, welcoming to beginners and experts alike
- We are not: dumbed-down, overly casual, or lacking substance
- This sounds like: "Here's how to get started — it takes about five minutes."
- This does NOT sound like: "Yo! This is super easy, even a noob can do it lol."
Tone Adaptation Across Channels and Contexts
The brand voice stays consistent, but tone adapts to context. Tone is the emotional inflection applied to the voice.
Tone by Channel
| Channel | Tone Adaptation | Example |
|---|
| Blog | Informative, conversational, educational | "Let's walk through how this works and why it matters for your team." |
| Social media (LinkedIn) | Professional, thought-provoking, concise | "Three things we learned from running 50 campaigns this quarter." |
| Social media (Twitter/X) | Punchy, direct, sometimes witty | "Your landing page has 3 seconds. Make them count." |
| Email marketing | Personal, helpful, action-oriented | "We put together something we think you'll find useful." |
| Sales collateral | Confident, benefit-driven, specific | "Teams using our platform reduce reporting time by 40%." |
| Support/Help docs | Clear, patient, step-by-step | "If you see this error, here's how to fix it." |
| Press release | Formal, factual, newsworthy | "The company today announced the launch of..." |
| Error messages | Empathetic, helpful, blame-free | "Something went wrong on our end. We're looking into it." |
Tone by Situation
| Situation | Tone Adaptation |
|---|
| Product launch | Excited, confident, forward-looking |
| Incident or outage | Transparent, empathetic, accountable |
| Customer success story | Celebratory, specific, crediting the customer |
| Thought leadership | Authoritative, nuanced, evidence-based |
| Onboarding | Welcoming, encouraging, clear |
| Bad news (price increase, deprecation) | Honest, respectful, solution-oriented |
| Competitive comparison | Confident but fair, fact-based, not disparaging |
Tone Adaptation Rule
The voice attributes remain fixed. Tone dials them up or down based on context. For example, if a brand is "bold and warm":
- In a product launch, dial up boldness
- In an incident response, dial up warmth
- Neither attribute disappears; the balance shifts
Style Guide Enforcement
Grammar and Mechanics
Document and enforce these choices consistently:
| Rule | Options | Example |
|---|
| Oxford comma | Yes / No | "fast, reliable, and secure" vs. "fast, reliable and secure" |
| Sentence case vs. title case (headings) | Sentence / Title | "How to get started" vs. "How to Get Started" |
| Contractions | Use / Avoid | "we're" vs. "we are" |
| Em dash spacing | No spaces / Spaces | "this—and more" vs. "this — and more" |
| Numbers | Spell out 1-9, numerals 10+ / Always numerals | "five features" vs. "5 features" |
| Percent | % / percent | "50%" vs. "50 percent" |
| Date format | Month DD, YYYY / DD/MM/YYYY / etc. | "January 15, 2025" |
| Time format | 12-hour / 24-hour | "3:00 PM" vs. "15:00" |
| Lists | Periods / No periods on fragments | "Set up your account." vs. "Set up your account" |
Formatting Conventions
- Heading hierarchy (when to use H1, H2, H3)
- Bold and italic usage (bold for emphasis, italic for titles/terms)
- Link text (descriptive vs. "click here" — always descriptive)
- Image alt text requirements
- Code formatting (for technical brands)
- Callout or highlight box usage
Punctuation and Emphasis
- Exclamation mark policy (limited use, never more than one)
- Ellipsis usage (avoid in most professional contexts)
- ALL CAPS policy (avoid; use bold for emphasis instead)
- Emoji usage by channel (professional channels: minimal or none; social: where appropriate)
Terminology Management
Preferred Terms
Maintain a list of preferred terms and their incorrect alternatives:
| Use This | Not This | Notes |
|---|
| sign up (verb) | signup (verb) | "signup" is the noun form |
| log in (verb) | login (verb) | "login" is the noun/adjective form |
| set up (verb) | setup (verb) | "setup" is the noun/adjective form |
| email | e-mail | No hyphen |
| website | web site | One word |
| data is (singular) | data are | Unless the publication requires plural |
Product and Feature Names
- Official capitalization for product names
- When to use the full product name vs. shorthand
- Whether to use "the" before product names
- How to handle versioning in copy
- Trademark and registration symbols (when required and when to omit)
Inclusive Language
- Use gender-neutral language (they/them for unknown individuals)
- Avoid ableist language ("crazy", "blind spot", "lame")
- Use person-first language where appropriate
- Avoid culturally specific idioms that may not translate
- Use "simple" or "straightforward" instead of "easy" (what is easy varies by person)
Industry Jargon Management
- Define which technical terms the audience understands without explanation
- List jargon that should always be defined or replaced with plain language
- Specify which acronyms need to be spelled out on first use
- Audience-specific glossary for terms that mean different things to different readers
Competitor and Category Terms
- How to refer to your product category (use your preferred framing)
- How to refer to competitors (by name or generically)
- Terms competitors have coined that you should avoid (to prevent reinforcing their positioning)
- Your preferred differentiation language
Performance
Key Marketing Metrics by Channel
Email Marketing
| Metric | Definition | Benchmark Range | What It Tells You |
|---|
| Delivery rate | Emails delivered / emails sent | 95-99% | List health and sender reputation |
| Open rate | Unique opens / emails delivered | 15-30% | Subject line and sender effectiveness |
| Click-through rate (CTR) | Unique clicks / emails delivered | 2-5% | Content relevance and CTA effectiveness |
| Click-to-open rate (CTOR) | Unique clicks / unique opens | 10-20% | Email content quality (for those who opened) |
| Unsubscribe rate | Unsubscribes / emails delivered | <0.5% | Content-audience fit and frequency tolerance |
| Bounce rate | Bounces / emails sent | <2% | List quality and data hygiene |
| Conversion rate | Conversions / emails delivered | 1-5% | End-to-end email effectiveness |
| Revenue per email | Total revenue / emails sent | Varies | Direct revenue attribution |
| List growth rate | (New subscribers - unsubscribes) / total list | 2-5% monthly | Audience building health |
Social Media
| Metric | Definition | What It Tells You |
|---|
| Impressions | Number of times content was displayed | Content distribution and reach |
| Reach | Number of unique users who saw content | Audience breadth |
| Engagement rate | (Likes + comments + shares) / reach | Content resonance |
| Click-through rate | Link clicks / impressions | Traffic driving effectiveness |
| Follower growth rate | Net new followers / total followers per period | Audience building |
| Share/Repost rate | Shares / reach | Content virality and advocacy |
| Video view rate | Views / impressions | Video content hook effectiveness |
| Video completion rate | Completed views / total views | Video content quality and length fit |
| Social share of voice | Your mentions / total category mentions | Brand visibility vs. competitors |
Paid Advertising (Search and Social)
| Metric | Definition | What It Tells You |
|---|
| Impressions | Times ad was shown | Budget utilization and targeting breadth |
| Click-through rate (CTR) | Clicks / impressions | Ad creative and targeting relevance |
| Cost per click (CPC) | Total spend / clicks | Cost efficiency of traffic generation |
| Cost per mille (CPM) | Cost per 1,000 impressions | Awareness cost efficiency |
| Conversion rate | Conversions / clicks | Landing page and offer effectiveness |
| Cost per acquisition (CPA) | Total spend / conversions | Full-funnel cost efficiency |
| Return on ad spend (ROAS) | Revenue / ad spend | Revenue generation efficiency |
| Quality Score (search) | Google's relevance rating (1-10) | Ad-keyword-landing page alignment |
| Frequency | Average times a user sees the ad | Ad fatigue risk |
| View-through conversions | Conversions from users who saw but did not click | Display/awareness campaign influence |
SEO / Organic Search
| Metric | Definition | What It Tells You |
|---|
| Organic sessions | Visits from organic search | SEO effectiveness and content reach |
| Keyword rankings | Position for target keywords | Search visibility |
| Organic CTR | Clicks / impressions in search results | Title and meta description effectiveness |
| Pages indexed | Number of pages in search index | Indexability and site health |
| Domain authority | Third-party authority score | Overall site strength |
| Backlinks | Number of external sites linking to you | Content authority and off-page SEO |
| Page load speed | Time to interactive | User experience and ranking factor |
| Organic conversion rate | Organic conversions / organic sessions | Content quality and intent alignment |
| Top entry pages | Most-visited pages from organic search | Content driving the most organic traffic |
Content Marketing
| Metric | Definition | What It Tells You |
|---|
| Pageviews | Total views of content pages | Content reach and distribution |
| Unique visitors | Distinct users viewing content | Audience size |
| Average time on page | Time spent on content pages | Content engagement and depth |
| Bounce rate | Single-page sessions / total sessions | Content-audience fit and UX |
| Scroll depth | How far users scroll on a page | Content engagement through the piece |
| Social shares | Times content was shared on social | Content resonance and virality |
| Backlinks earned | External links to content | Content authority and SEO value |
| Lead generation | Leads attributed to content | Content conversion effectiveness |
| Content ROI | Revenue attributed / content production cost | Overall content investment return |
Overall Marketing / Pipeline
| Metric | Definition | What It Tells You |
|---|
| Marketing qualified leads (MQLs) | Leads meeting marketing qualification criteria | Top-of-funnel effectiveness |
| Sales qualified leads (SQLs) | MQLs accepted by sales | Lead quality |
| MQL to SQL conversion rate | SQLs / MQLs | Marketing-sales alignment and lead quality |
| Pipeline generated | Dollar value of opportunities created | Marketing impact on revenue |
| Pipeline velocity | How fast deals move through pipeline | Campaign urgency and quality |
| Customer acquisition cost (CAC) | Total marketing + sales cost / new customers | Efficiency of customer acquisition |
| CAC payback period | Months to recover CAC from revenue | Unit economics health |
| Marketing-sourced revenue | Revenue from marketing-originated deals | Direct marketing contribution |
| Marketing-influenced revenue | Revenue from deals where marketing touched | Broader marketing impact |
Reporting Templates and Dashboards
Weekly Marketing Report
Quick-scan format for team standups:
- Top 3 metrics with week-over-week change
- What worked this week (1-2 bullet points with data)
- What needs attention (1-2 bullet points with data)
- This week's priorities (3-5 action items)
Monthly Marketing Report
Standard stakeholder report:
- Executive summary (3-5 sentences)
- Key metrics dashboard (table with MoM and target comparison)
- Channel-by-channel performance summary
- Campaign highlights and results
- What worked and what did not (with hypotheses)
- Recommendations and next month priorities
- Budget spend vs. plan
Quarterly Business Review (QBR)
Strategic review for leadership:
- Quarter performance vs. goals
- Year-to-date trajectory
- Channel ROI analysis
- Campaign performance summary
- Competitive and market observations
- Strategic recommendations for next quarter
- Budget request and allocation plan
- Key experiments and learnings
Dashboard Design Principles
- Lead with the metrics that map to business objectives (not vanity metrics)
- Show trends over time, not just point-in-time snapshots
- Include comparison context: prior period, target, benchmark
- Use consistent color coding: green (on track), yellow (at risk), red (off track)
- Group metrics by funnel stage or business question
- Keep dashboards to one page/screen — detail goes in appendix
- Update cadence should match decision cadence (real-time for paid, weekly for content)
Trend Analysis and Forecasting
Trend Identification
When analyzing performance data, look for:
- Directional trends: is the metric consistently going up, down, or flat over 4+ periods?
- Inflection points: where did performance change direction and what happened then?
- Seasonality: are there predictable patterns by day of week, month, or quarter?
- Anomalies: one-time spikes or drops — what caused them and are they repeatable?
- Leading indicators: which metrics change first and predict future outcomes?
Trend Analysis Process
- Chart the metric over time (at least 8-12 data points for meaningful trends)
- Identify the overall direction (upward, downward, flat, cyclical)
- Calculate the rate of change (is it accelerating or decelerating?)
- Overlay key events (campaigns launched, product changes, market events)
- Compare to benchmarks or targets
- Identify correlations with other metrics
- Form hypotheses about causation (and plan tests to validate)
Simple Forecasting Approaches
- Linear projection: extend the current trend line forward (useful for stable metrics)
- Moving average: smooth out noise by averaging the last 3-6 periods
- Year-over-year comparison: use last year's pattern as a baseline, adjusted for growth rate
- Funnel math: forecast outputs from inputs (e.g., if we generate X leads at Y conversion rate, we will get Z customers)
- Scenario modeling: create best case, expected case, and worst case projections
Forecasting Caveats
- Short-term forecasts (1-3 months) are more reliable than long-term
- Forecasts based on fewer than 12 data points should be flagged as low confidence
- External factors (market shifts, competitive moves, economic changes) can invalidate trend-based forecasts
- Always present forecasts as ranges, not exact numbers
Attribution Modeling Basics
What Is Attribution?
Attribution determines which marketing touchpoints get credit for a conversion. This matters because buyers typically interact with multiple channels before converting.
Common Attribution Models
| Model | How It Works | Best For | Limitation |
|---|
| Last touch | 100% credit to last interaction before conversion | Understanding final conversion triggers | Ignores awareness and nurture |
| First touch | 100% credit to first interaction | Understanding top-of-funnel effectiveness | Ignores nurture and conversion drivers |
| Linear | Equal credit to all touchpoints | Fair representation of all channels | Does not reflect relative impact |
| Time decay | More credit to touchpoints closer to conversion | Balanced view favoring recent interactions | May undervalue awareness |
| Position-based (U-shaped) | 40% first, 40% last, 20% split among middle | Valuing both discovery and conversion | Somewhat arbitrary weighting |
| Data-driven | Algorithmic credit based on conversion patterns | Most accurate representation | Requires significant data volume |
Attribution Practical Guidance
- Start with last-touch attribution if you have no model in place — it is the simplest and most actionable
- Compare first-touch and last-touch to understand which channels drive awareness vs. conversion
- Use position-based (U-shaped) as a reasonable middle ground for most B2B companies
- Data-driven attribution requires high conversion volume to be statistically meaningful
- No model is perfect — use attribution directionally, not as absolute truth
- Multi-touch attribution is better than single-touch, but any model is better than none
Attribution Pitfalls
- Do not optimize one channel in isolation based on single-touch attribution
- Awareness channels (display, social, PR) will always look bad in last-touch models
- Conversion channels (search, retargeting) will always look bad in first-touch models
- Self-reported attribution ("how did you hear about us?") provides useful qualitative color but is unreliable as quantitative data
- Cross-device and cross-channel tracking gaps mean attribution data is always incomplete
Optimization Recommendations Framework
Optimization Process
- Identify: which metrics are underperforming vs. target or benchmark?
- Diagnose: where in the funnel is the problem? (impressions, clicks, conversions, retention)
- Hypothesize: what is causing the underperformance? (audience, message, creative, offer, timing, technical)
- Prioritize: which fixes will have the biggest impact with the least effort?
- Test: design an experiment to validate the hypothesis
- Measure: did the change improve the metric?
- Scale or iterate: roll out wins broadly; iterate on inconclusive or failed tests
Optimization Levers by Funnel Stage
| Funnel Stage | Problem Signal | Optimization Levers |
|---|
| Awareness | Low impressions, low reach | Budget, targeting, channel mix, creative format |
| Interest | Low CTR, low engagement | Ad creative, headlines, content hooks, audience targeting |
| Consideration | High bounce rate, low time on page | Landing page content, page speed, content relevance, UX |
| Conversion | Low conversion rate | Offer, CTA, form length, trust signals, page layout |
| Retention | High churn, low repeat engagement | Onboarding, email nurture, product experience, support |
Prioritization Framework
Rank optimization ideas on two dimensions:
Impact (how much will this move the metric?):
- High: directly addresses the primary bottleneck
- Medium: addresses a contributing factor
- Low: incremental improvement
Effort (how hard is this to implement?):
- Low: copy change, targeting adjustment, simple A/B test
- Medium: new creative, landing page redesign, workflow change
- High: new tool, cross-team project, major content production
Priority order:
- High impact, low effort (do immediately)
- High impact, high effort (plan and resource)
- Low impact, low effort (do if capacity allows)
- Low impact, high effort (deprioritize)
Testing Best Practices
- Test one variable at a time for clean results
- Define the success metric before launching the test
- Calculate required sample size before starting (do not end tests early)
- Run tests for a minimum of one full business cycle (typically one week for B2B)
- Document all tests and results, regardless of outcome
- Share learnings across the team — failed tests are valuable information
- A test that confirms the status quo is not a failure — it builds confidence in your current approach
Continuous Optimization Cadence
- Daily: monitor paid campaigns for budget pacing, anomalies, and disapproved ads
- Weekly: review channel performance, pause underperformers, scale winners
- Bi-weekly: refresh ad creative and test new variants
- Monthly: full performance review, identify new optimization opportunities, update forecasts
- Quarterly: strategic review of channel mix, budget allocation, and targeting strategy