generic-marketing

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

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

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):

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

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:

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:

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

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

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 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:

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