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:
  1. Why should I care? (addresses the pain point or opportunity)
  2. What is the solution? (positions your offering)
  3. Why you? (differentiates from alternatives)
  4. 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

ChannelBest ForTypical MetricsEffort
Blog/WebsiteSEO, thought leadership, educationTraffic, time on page, conversionsMedium
EmailNurture, retention, announcementsOpen rate, CTR, conversionsLow-Medium
Social (organic)Awareness, community, brand buildingEngagement, reach, follower growthMedium
WebinarsEducation, lead gen, product demosRegistrations, attendance, pipelineHigh
PodcastThought leadership, brand awarenessDownloads, subscriber growthHigh

Earned Channels

ChannelBest ForTypical MetricsEffort
PR/MediaAwareness, credibility, launchesCoverage, share of voice, referral trafficHigh
Guest contentAudience expansion, SEO, credibilityReferral traffic, backlinksMedium
Influencer/PartnerAudience expansion, trustReach, engagement, referral conversionsMedium-High
CommunityAwareness, trust, feedbackMentions, engagement, referral trafficMedium
Reviews/RatingsCredibility, SEO, considerationReview volume, rating, conversion liftLow-Medium

Paid Channels

ChannelBest ForTypical MetricsEffort
Search ads (SEM)High-intent lead captureCPC, CTR, conversion rate, CPAMedium
Social adsAwareness, retargeting, lead genCPM, CPC, CTR, CPA, ROASMedium
Display/ProgrammaticAwareness, retargetingImpressions, CPM, view-through conversionsLow-Medium
Sponsored contentThought leadership, lead genEngagement, leads, cost per leadMedium
Events/SponsorshipsRelationship building, brandLeads, meetings, pipeline influencedHigh

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.
DateContent PieceChannelAudience SegmentCampaign/ThemeOwnerStatus

Calendar Planning Process

  1. Start with milestones: campaign launch, event dates, product releases, seasonal moments
  2. Work backward: what needs to be live and when? What is the production lead time?
  3. Map content to funnel stages: ensure coverage across awareness, consideration, and conversion
  4. Batch by theme: group related content pieces into weekly or bi-weekly themes
  5. Balance channels: do not over-index on one channel; ensure the audience sees the campaign across touchpoints
  6. 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):
CategoryPercentage of BudgetExamples
Paid acquisition30-40%Search ads, social ads, display
Content production20-30%Blog, video, design, ebooks
Events and sponsorships10-20%Conferences, webinars, meetups
Tools and technology10-15%Analytics, automation, CRM
Testing and experimentation5-10%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

MetricWhat It Measures
Reach/ImpressionsHow many people saw the campaign
Brand mention volumeIncrease in brand conversations
Share of voiceYour mentions vs. competitors
Direct trafficPeople coming to your site unprompted
Social follower growthAudience building

Lead Generation Campaign

MetricWhat It Measures
Total leadsVolume of new contacts
Marketing qualified leads (MQLs)Leads meeting quality threshold
Cost per lead (CPL)Efficiency of spend
Lead-to-MQL conversion rateQuality of leads generated
Pipeline influencedRevenue opportunity created

Product Launch Campaign

MetricWhat It Measures
Signups or trialsAdoption of new product
Activation rateUsers who complete key first action
Media coverageEarned media hits
Social buzzMentions, shares, engagement spike
Feature adoptionUsage of specific launched features

Retention/Engagement Campaign

MetricWhat It Measures
Churn rate changeCustomer retention improvement
Engagement rateInteractions with campaign content
NPS or CSAT changeSatisfaction improvement
Upsell/cross-sell revenueExpansion revenue
Feature adoptionUsage of promoted features

Event/Webinar Campaign

MetricWhat It Measures
RegistrationsInterest generated
Attendance rateConversion from registration
Engagement during eventQuestions, polls, chat activity
Post-event conversionsLeads or pipeline from attendees
Content repurposing reachDownstream audience from recordings

Content

Content Type Templates

Blog Post Structure

  1. Headline — clear, benefit-driven, includes primary keyword (aim for 60 characters or less for SEO)
  2. 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.
  3. 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.
  4. Conclusion (75-100 words) — summarize key takeaways, reinforce the main message, include a call to action.
  5. 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.
  1. 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."
  2. Voice Attributes — 3-5 attributes that define how the brand communicates (see below).
  3. 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.
  4. Core Messaging Pillars — 3-5 key themes the brand consistently communicates, their hierarchy, and how each connects to audience needs.
  5. Tone Spectrum — how the voice adapts across contexts while remaining recognizably the same brand (see Tone Adaptation below).
  6. Style Rules — specific grammar, formatting, and language rules (see Style Guide Enforcement below).
  7. 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:
SpectrumOne EndOther End
FormalityFormal, institutionalCasual, conversational
AuthorityExpert, authoritativePeer-level, collaborative
EmotionWarm, empatheticDirect, matter-of-fact
ComplexityTechnical, preciseSimple, accessible
EnergyBold, energeticCalm, measured
HumorPlayful, wittySerious, earnest
InnovationCutting-edge, forward-lookingEstablished, 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

ChannelTone AdaptationExample
BlogInformative, 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 marketingPersonal, helpful, action-oriented"We put together something we think you'll find useful."
Sales collateralConfident, benefit-driven, specific"Teams using our platform reduce reporting time by 40%."
Support/Help docsClear, patient, step-by-step"If you see this error, here's how to fix it."
Press releaseFormal, factual, newsworthy"The company today announced the launch of..."
Error messagesEmpathetic, helpful, blame-free"Something went wrong on our end. We're looking into it."

Tone by Situation

SituationTone Adaptation
Product launchExcited, confident, forward-looking
Incident or outageTransparent, empathetic, accountable
Customer success storyCelebratory, specific, crediting the customer
Thought leadershipAuthoritative, nuanced, evidence-based
OnboardingWelcoming, encouraging, clear
Bad news (price increase, deprecation)Honest, respectful, solution-oriented
Competitive comparisonConfident 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:
RuleOptionsExample
Oxford commaYes / 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"
ContractionsUse / Avoid"we're" vs. "we are"
Em dash spacingNo spaces / Spaces"this—and more" vs. "this — and more"
NumbersSpell out 1-9, numerals 10+ / Always numerals"five features" vs. "5 features"
Percent% / percent"50%" vs. "50 percent"
Date formatMonth DD, YYYY / DD/MM/YYYY / etc."January 15, 2025"
Time format12-hour / 24-hour"3:00 PM" vs. "15:00"
ListsPeriods / 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 ThisNot ThisNotes
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
emaile-mailNo hyphen
websiteweb siteOne word
data is (singular)data areUnless 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

MetricDefinitionBenchmark RangeWhat It Tells You
Delivery rateEmails delivered / emails sent95-99%List health and sender reputation
Open rateUnique opens / emails delivered15-30%Subject line and sender effectiveness
Click-through rate (CTR)Unique clicks / emails delivered2-5%Content relevance and CTA effectiveness
Click-to-open rate (CTOR)Unique clicks / unique opens10-20%Email content quality (for those who opened)
Unsubscribe rateUnsubscribes / emails delivered<0.5%Content-audience fit and frequency tolerance
Bounce rateBounces / emails sent<2%List quality and data hygiene
Conversion rateConversions / emails delivered1-5%End-to-end email effectiveness
Revenue per emailTotal revenue / emails sentVariesDirect revenue attribution
List growth rate(New subscribers - unsubscribes) / total list2-5% monthlyAudience building health

Social Media

MetricDefinitionWhat It Tells You
ImpressionsNumber of times content was displayedContent distribution and reach
ReachNumber of unique users who saw contentAudience breadth
Engagement rate(Likes + comments + shares) / reachContent resonance
Click-through rateLink clicks / impressionsTraffic driving effectiveness
Follower growth rateNet new followers / total followers per periodAudience building
Share/Repost rateShares / reachContent virality and advocacy
Video view rateViews / impressionsVideo content hook effectiveness
Video completion rateCompleted views / total viewsVideo content quality and length fit
Social share of voiceYour mentions / total category mentionsBrand visibility vs. competitors

Paid Advertising (Search and Social)

MetricDefinitionWhat It Tells You
ImpressionsTimes ad was shownBudget utilization and targeting breadth
Click-through rate (CTR)Clicks / impressionsAd creative and targeting relevance
Cost per click (CPC)Total spend / clicksCost efficiency of traffic generation
Cost per mille (CPM)Cost per 1,000 impressionsAwareness cost efficiency
Conversion rateConversions / clicksLanding page and offer effectiveness
Cost per acquisition (CPA)Total spend / conversionsFull-funnel cost efficiency
Return on ad spend (ROAS)Revenue / ad spendRevenue generation efficiency
Quality Score (search)Google's relevance rating (1-10)Ad-keyword-landing page alignment
FrequencyAverage times a user sees the adAd fatigue risk
View-through conversionsConversions from users who saw but did not clickDisplay/awareness campaign influence

SEO / Organic Search

MetricDefinitionWhat It Tells You
Organic sessionsVisits from organic searchSEO effectiveness and content reach
Keyword rankingsPosition for target keywordsSearch visibility
Organic CTRClicks / impressions in search resultsTitle and meta description effectiveness
Pages indexedNumber of pages in search indexIndexability and site health
Domain authorityThird-party authority scoreOverall site strength
BacklinksNumber of external sites linking to youContent authority and off-page SEO
Page load speedTime to interactiveUser experience and ranking factor
Organic conversion rateOrganic conversions / organic sessionsContent quality and intent alignment
Top entry pagesMost-visited pages from organic searchContent driving the most organic traffic

Content Marketing

MetricDefinitionWhat It Tells You
PageviewsTotal views of content pagesContent reach and distribution
Unique visitorsDistinct users viewing contentAudience size
Average time on pageTime spent on content pagesContent engagement and depth
Bounce rateSingle-page sessions / total sessionsContent-audience fit and UX
Scroll depthHow far users scroll on a pageContent engagement through the piece
Social sharesTimes content was shared on socialContent resonance and virality
Backlinks earnedExternal links to contentContent authority and SEO value
Lead generationLeads attributed to contentContent conversion effectiveness
Content ROIRevenue attributed / content production costOverall content investment return

Overall Marketing / Pipeline

MetricDefinitionWhat It Tells You
Marketing qualified leads (MQLs)Leads meeting marketing qualification criteriaTop-of-funnel effectiveness
Sales qualified leads (SQLs)MQLs accepted by salesLead quality
MQL to SQL conversion rateSQLs / MQLsMarketing-sales alignment and lead quality
Pipeline generatedDollar value of opportunities createdMarketing impact on revenue
Pipeline velocityHow fast deals move through pipelineCampaign urgency and quality
Customer acquisition cost (CAC)Total marketing + sales cost / new customersEfficiency of customer acquisition
CAC payback periodMonths to recover CAC from revenueUnit economics health
Marketing-sourced revenueRevenue from marketing-originated dealsDirect marketing contribution
Marketing-influenced revenueRevenue from deals where marketing touchedBroader 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:
  1. Executive summary (3-5 sentences)
  2. Key metrics dashboard (table with MoM and target comparison)
  3. Channel-by-channel performance summary
  4. Campaign highlights and results
  5. What worked and what did not (with hypotheses)
  6. Recommendations and next month priorities
  7. Budget spend vs. plan

Quarterly Business Review (QBR)

Strategic review for leadership:
  1. Quarter performance vs. goals
  2. Year-to-date trajectory
  3. Channel ROI analysis
  4. Campaign performance summary
  5. Competitive and market observations
  6. Strategic recommendations for next quarter
  7. Budget request and allocation plan
  8. 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:
  1. Directional trends: is the metric consistently going up, down, or flat over 4+ periods?
  2. Inflection points: where did performance change direction and what happened then?
  3. Seasonality: are there predictable patterns by day of week, month, or quarter?
  4. Anomalies: one-time spikes or drops — what caused them and are they repeatable?
  5. Leading indicators: which metrics change first and predict future outcomes?

Trend Analysis Process

  1. Chart the metric over time (at least 8-12 data points for meaningful trends)
  2. Identify the overall direction (upward, downward, flat, cyclical)
  3. Calculate the rate of change (is it accelerating or decelerating?)
  4. Overlay key events (campaigns launched, product changes, market events)
  5. Compare to benchmarks or targets
  6. Identify correlations with other metrics
  7. 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

ModelHow It WorksBest ForLimitation
Last touch100% credit to last interaction before conversionUnderstanding final conversion triggersIgnores awareness and nurture
First touch100% credit to first interactionUnderstanding top-of-funnel effectivenessIgnores nurture and conversion drivers
LinearEqual credit to all touchpointsFair representation of all channelsDoes not reflect relative impact
Time decayMore credit to touchpoints closer to conversionBalanced view favoring recent interactionsMay undervalue awareness
Position-based (U-shaped)40% first, 40% last, 20% split among middleValuing both discovery and conversionSomewhat arbitrary weighting
Data-drivenAlgorithmic credit based on conversion patternsMost accurate representationRequires 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

  1. Identify: which metrics are underperforming vs. target or benchmark?
  2. Diagnose: where in the funnel is the problem? (impressions, clicks, conversions, retention)
  3. Hypothesize: what is causing the underperformance? (audience, message, creative, offer, timing, technical)
  4. Prioritize: which fixes will have the biggest impact with the least effort?
  5. Test: design an experiment to validate the hypothesis
  6. Measure: did the change improve the metric?
  7. Scale or iterate: roll out wins broadly; iterate on inconclusive or failed tests

Optimization Levers by Funnel Stage

Funnel StageProblem SignalOptimization Levers
AwarenessLow impressions, low reachBudget, targeting, channel mix, creative format
InterestLow CTR, low engagementAd creative, headlines, content hooks, audience targeting
ConsiderationHigh bounce rate, low time on pageLanding page content, page speed, content relevance, UX
ConversionLow conversion rateOffer, CTA, form length, trust signals, page layout
RetentionHigh churn, low repeat engagementOnboarding, 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:
  1. High impact, low effort (do immediately)
  2. High impact, high effort (plan and resource)
  3. Low impact, low effort (do if capacity allows)
  4. 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
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