This page is part of the ForgeSDLC knowledge base — an AI-assisted, human-directed methodology for taking product work from concept to production. For the core operating model and vocabulary, see Forge SDLC overview and What is ForgeSDLC?.
Marketing body of knowledge
This document maps the core concerns of Marketing for digital products — strategy, channels, growth systems, positioning, analytics, GTM, content, and monetization — to the blueprint ecosystem.
How Marketing relates to PDLC and SDLC: Marketing is outcome- and lifecycle-driven — strongest in P3–P5, with recurring SDLC dependencies for implementation of tracking, SEO, and experiments. See MKT-SDLC-PDLC-BRIDGE.md for the full mapping.
Channels: Channel deep-dives are indexed in channels/.
Growth: Growth engineering topics are indexed in growth/.
1. Marketing principles
| Principle | Description | Implications for digital products |
|---|---|---|
| Product–market fit (PMF) prerequisite | Sustainable acquisition and retention require that a defined segment repeatedly chooses the product and receives enough value that churn and CAC dynamics work | Premature scale wastes spend; PMF signals (retention plateaus, organic pull, NPS/PMF surveys) should precede aggressive paid growth |
| Segmentation → Targeting → Positioning (STP) | Divide the market into addressable segments, choose which to serve first, then occupy a clear position in the buyer’s mind | ICP (ideal customer profile) and personas inform channel mix, creative, and pricing; “everyone” is not a segment |
| Marketing funnel | Classic AIDA (awareness → interest → desire → action) maps to digital AARRR (Acquisition, Activation, Retention, Referral, Revenue) — “pirate metrics” | Teams assign owners per stage; leakage analysis drives backlog priorities across Product, Marketing, and Success |
| Product-led growth (PLG) | The product itself is the primary acquisition and expansion vehicle — freemium, self-serve signup, in-product upsell | Low-touch sales, strong onboarding, usage-based packaging, and in-app upgrade moments; marketing amplifies loops |
| Sales-led growth (SLG) | Marketing generates qualified demand; sales closes and expands — common in enterprise ACV models | Content, events, ABM, and SDR/BDR workflows; marketing focuses on pipeline and win-rate support |
AARRR stage — typical focus
| Stage | User / business question | Typical levers |
|---|---|---|
| Acquisition | How do users find us? | Channels, creative, landing pages, ASO, partnerships |
| Activation | Did they experience core value? | Onboarding, time-to-value, templates, guided setup |
| Retention | Do they come back / stay subscribed? | Habit loops, notifications, roadmap delivery, customer success |
| Referral | Do they invite others? | Referral programs, viral loops, advocacy, community |
| Revenue | Do we monetize fairly and durably? | Pricing, packaging, expansion triggers, payment UX |
2. Digital marketing channels
| Channel | Description | Primary metrics (examples) | Best fit |
|---|---|---|---|
| SEO | Earned visibility in organic search via technical health, content, authority, and intent-aligned pages | Organic sessions, impressions, CTR, keyword rankings, assisted conversions, Core Web Vitals | Durable demand, high-intent topics, products with searchable problems |
| SEM / PPC | Paid listings on search engines — intent capture via keywords, ads, and landing relevance | CPC, CPA, ROAS, quality score, impression share, conversion rate | High-intent categories, time-bound launches, competitive conquest (where allowed) |
| Content marketing | Owned media (blog, guides, video, tools) that attracts, educates, and nurtures | Engagement time, subscribers, assisted conversions, backlinks, branded search lift | Consideration-heavy buys, developer/educational audiences, thought leadership |
| Direct, permissioned communication — newsletters, lifecycle drips, transactional triggers | Open/click (use cautiously), conversion per campaign, list growth, deliverability, unsubscribe rate | Retention, activation nudges, cross-sell, win-back (with compliance discipline) | |
| Social media | Organic and hybrid presence on platforms where ICP spends time | Reach, engagement rate, follower quality, traffic referrals, share of voice | Brand-heavy categories, community products, visual or cultural brands |
| Affiliate / referral | Third-party or peer incentives to drive signups or purchases | CPA, activation rate of referred users, fraud rate, partner ROI | Consumer, prosumer, and partner-ecosystem products with clear attribution |
| Paid social | Sponsored posts and lead forms on social networks | CPM, CPC, CPA, creative fatigue rate, incrementality (where measured) | Awareness, retargeting, lookalike acquisition when creative + targeting iterate fast |
| App store optimization (ASO) | On-store discovery — metadata, creatives, ratings/reviews, localization | Impressions → product page view → install rate, category rank, review sentiment | Mobile-first products; complements paid UA |
3. Growth engineering
| Topic | Description | Practice notes |
|---|---|---|
| Funnel optimization | Systematic improvement of stage conversion using data and qualitative insight | Define stages with mutually exclusive rules; watch guardrails (support volume, refund rate) |
| A/B testing at scale | Controlled experiments on UX, pricing presentation, messaging, and campaigns | Agree on unit of randomization (user vs session vs account); pre-register metrics; watch sample ratio mismatch |
| Referral loops | Product flows that encourage invites or shares | Measure viral coefficient with caution — saturation and incentive skew distort “K” |
| Virality coefficient (K) | Average invites × conversion per invite | Useful as a sketch; real programs need cohort-based invite modeling and de-duplication |
| Retention curves | % of cohort active over time (D1/D7/D30 or subscription renewal) | Compare curves after product changes; segment by channel and persona |
| Cohort analysis | Group users by signup period or campaign; compare behavior over time | Essential for judging channel quality beyond last-click CPA |
| Activation optimization | Shorten path to the “aha” moment | Instrument key events; run onboarding experiments; align with UX and Support |
4. Positioning and messaging
| Artifact / concept | Purpose |
|---|---|
| Positioning canvas | Clarify competitive alternatives, unique attributes, value, target segments, and category — aligns sales, product, and marketing |
| Value proposition design | Jobs, pains, and gains (e.g. Value Proposition Canvas) — ensures messaging maps to customer reality |
| Competitive positioning | Explicit map of who you replace, why switching wins, and honest differentiation (not feature laundry lists) |
| Messaging hierarchy | Company → product → feature messages; proof points and objections at each level |
| Brand voice | Tone, vocabulary, and editorial standards for consistent expression across channels and product UI |
5. Analytics and attribution
| Topic | Description |
|---|---|
| Marketing analytics stack | Typically: event collection (product + web), warehouse, BI, experimentation, and ad platform data — integrated with identity resolution where appropriate |
| Multi-touch attribution (MTA) | Rules or algorithmic models assigning credit across touches (last-click, linear, time-decay, position-based, Shapley-style approximations). Limitations: privacy changes, cross-device gaps, correlation vs causation |
| UTM conventions | Standardized utm_source, utm_medium, utm_campaign, utm_content, utm_term — enforced naming so reports stay comparable |
| Conversion tracking | Pixels, server-side CAPI/conversions API, offline imports — prioritize durable, consent-aware methods |
| Marketing mix modeling (MMM) | Statistical model of channel spend vs outcomes — useful for macro budget allocation where experiments are hard |
UTM — minimal convention (example pattern)
| Parameter | Role | Example values |
|---|---|---|
utm_source |
Who sent the traffic | newsletter, google, linkedin, partner_acme |
utm_medium |
Type of marketing | email, cpc, organic, social, referral |
utm_campaign |
Named initiative | launch_winter_2026, webinar_api_security |
utm_content |
Creative or variant | hero_blue, sponsor_logo_link |
utm_term |
Paid keyword (optional) | project_management_software |
6. Go-to-market execution
| Activity | Description |
|---|---|
| Launch planning | Coordinated timeline: positioning, pricing, enablement, press/analyst, ads, email, product flags, support readiness, success criteria |
| Beta programs | Closed or open betas for feedback, case studies, and reference customers — with clear success metrics and feedback loops |
| Early adopter strategy | Target segment, incentives, success management, and feedback cadence — often overlaps with DevRel or design partners |
| PR / analyst relations | Narrative, proof points, briefing decks, embargoes, and measurement (share of voice, pipeline influence where tracked) |
| Community building | Forums, champions programs, events, and ambassador models — long-term retention and advocacy engine |
7. Content strategy
| Element | Description |
|---|---|
| Content pillars | 3–5 recurring themes aligned to strategy — simplifies planning and SEO topical authority |
| Editorial calendar | Cadence, owners, formats, and funnel mapping — balances always-on and campaign spikes |
| SEO content | Intent-mapped pages, internal links, refresh cycles — avoids thin or duplicate content |
| Thought leadership | Point of view, research, and frameworks — builds trust in crowded categories |
| Documentation as marketing | Great docs reduce friction, improve activation, and rank for long-tail technical queries |
| Developer relations (DevRel) | Education, samples, and community — credibility-first; metrics differ from consumer social (see channels/README.md) |
8. Pricing and monetization
| Model | Description | Marketing / GTM notes |
|---|---|---|
| Freemium | Free tier with upgrade path | Clear limits, transparent upgrade value, in-product paywalls; avoid bait-and-switch perception |
| Subscription | Recurring fee for access | Annual vs monthly framing, expansion seats, renewal campaigns |
| Usage-based | Charge aligned to consumption | Predictability messaging, calculators, “shock bill” prevention in UX |
| One-time / perpetual | Single purchase | Often paired with maintenance or support upsell; different content and channel mix |
| Pricing psychology | Anchoring, decoys, charm pricing, tier naming | Test ethically; align with brand; disclose terms clearly |
| Packaging and tiers | Feature bundles mapped to segments | Good-better-best simplifies choice; enterprise “call us” when needed |
9. Competencies table
| Competency cluster | Capabilities |
|---|---|
| Strategy | STP, positioning, competitive analysis, ICP definition, GTM motion design (PLG vs SLG) |
| Channel execution | SEO/SEM, paid social, email, content operations, partnerships, ASO |
| Creative and copy | Messaging hierarchy, storytelling, CRO for landing pages, ad creative iteration |
| Analytics | Funnel instrumentation, experimentation stats literacy, attribution limitations, dashboard design |
| Marketing technology | Tag management, CDP/CRM alignment, consent platforms, integrations with product data |
| Growth and lifecycle | Activation/retention experiments, referral program design, cohort interpretation |
| Stakeholder management | Sales enablement, exec reporting, budget defense, agency/partner governance |
| Legal / ethical literacy | Privacy, consent, claims substantiation, dark-pattern avoidance |
10. External references table
| Source | Focus |
|---|---|
| AMA (American Marketing Association) | Professional standards, ethics, and contemporary marketing practice |
| CIM (Chartered Institute of Marketing) | Strategic marketing, brand, and organizational marketing capability |
| Google Digital Marketing & Analytics | Ads, Analytics (GA4), measurement, and platform-specific certification paths |
| HubSpot Academy | Inbound marketing, email, CRM-aligned marketing operations |
| Reforge (Growth Series) | Retention, monetization, growth loops, and advanced growth strategy |
| W. Chan Kim & Renée Mauborgne — Blue Ocean Strategy | Creating uncontested market space; differentiation framing |
| Al Ries & Jack Trout — Positioning | Competitive mindshare and category thinking |
| April Dunford — Obviously Awesome | Practical positioning for technology products |
| Sean Ellis — PMF / growth | Product–market fit metrics and early-stage growth discipline |
| Dave McClure — AARRR | Pirate metrics framework for startup funnels |
Keep project-specific marketing plans in docs/product/marketing/ and GTM documents in docs/product/, not in this file.