The library

aso-audit · Baseline health check before starting any optimization; identifies quick wins (title/subtitle) vs long-term plays (reviews, category).

data-and-funnel-analytics · B2B SaaS and e-commerce when you need event naming conventions, funnel architecture, and benchmark interpretation to measure marketing ROI.

analytics-insights · Reconstructing metrics from scratch after privacy regulation or preparing for board reporting

seo-content-writer · When you need blog or landing page content that ranks well in Google while providing genuine value to readers.

social-growth-engineer · Taking a consumer app from 0 to $20K MRR in 14-60 days through coordinated multi-account volume + UGC

seo-page-builder · Local service companies (gutters, pressure washing, HVAC) scaling service area coverage with templated service+city pages, where the ability to publish 50+ pages fast is more valuable than bespoke content per city.

ad-creative · Bulk generating ad copy to test multiple angles simultaneously when you have a tight campaign deadline

founder-thought-leadership · Establishing founder authority when bootstrapping fundraising or recruiting without brand budget

brand-setup · When you are an agency managing multiple client brands and need one canonical profile that auto-loads into every marketing skill without manual context-switching.

competitor-analysis · Benchmarking your marketing strategy and messaging against 2-5 direct competitors when you need a 360-degree view of their content, SEO, ads, social, and positioning strategies.

brand-voice-analyzer · When you need to codify how a company actually sounds so new writers can match the voice consistently.

attribution-modeling · When you need to move beyond last-touch attribution to understand which channels truly drive conversions.

analytics-tracking · Analyst or PM setting up comprehensive analytics for SaaS or product — covers full workflow from business context → decision questions → event naming → GA4 implementation, with templates for essential events.

analytics-tracking · PM or analyst implementing analytics for SaaS product — full workflow from business questions → event design → GA4 setup, with essential event templates for apps and marketing sites.

campaign-brief · Marketing teams creating a single source of truth for campaign strategy before any creative production starts.

ad-creative · Agencies and performance marketing teams when you need rapid ad copy variation generation for multi-platform testing with a vault protocol for handoff.

product-launch-gtm · Product teams when you need a launch sizing matrix to avoid oversized GTM for minor features while ensuring major innovations get full activation.

surge-experiment · Growth PMs designing experiments where you need clarity on mechanism, sample size, and decision criteria before engineering starts building.

orthogonal-competitor-research · Competitive intelligence on established SaaS/tech competitors where pricing, product features, and leadership changes are public signals.

ad-campaign-optimization · When you need to structure campaigns by funnel stage (cold/warm/hot) and run creative testing to find winners.

geo-content-optimizer · When you want existing content to be quoted by AI-generated responses (vs. just ranking in Google search).

blog-writer · SaaS and service brands that need articles to generate signups/applications/consultations (not just traffic) and want to rank across Google, ChatGPT, Perplexity, and LinkedIn simultaneously.

ad-creative · Producing fresh creative variations at scale when one ad is winning and you need 5-7 more to test similar hooks

ai-seo · Rewriting your most important content to rank in AI Overviews and Claude citations when organic traffic has plateaued

analytics-tracking · Finding why metrics don't match between platforms (GA4 vs ad account) before rebuilding reporting

brand-monitoring · Catching brand reputation issues in real time when a competitor launches or your product has a quality issue

geo-content-optimizer · When your content needs visibility in ChatGPT/Perplexity/Gemini answers and you want to compete with AI Overview fragments rather than generic SEO.

seo-content-writer · When you need a brand-new article that ranks for a specific keyword AND reads naturally for humans, not just search engines.

outreach-fanout-research · When you need to build a prospect list from a look-alike pool of a known customer and you need both email AND phone verified from official sources, not brokers.

seo-content-writer · Writing 1-3 new articles per month where the user has keywords, intent, and a brief — not for refreshing decaying content (use content-refresher) or ranking existing pages (use geo-content-optimizer).

churn-prevention · SaaS products where involuntary churn exceeds 20% or voluntary churn lacks targeting.

blog-draft · Publishing blog posts where research, outline approval, and step-by-step execution prevent half-finished drafts and unstructured writing.

email-marketing · Product marketing or growth teams launching a newsletter while managing both retention (existing users) and conversion (leads) goals.

landing-page-copy · Landing pages where every sentence must earn conversion—when you need clear, benefit-driven copy that doesn't waste visitor attention.

newsletter · Email newsletters where subject line and format consistency drive both open rates and habit—when you want predictable engagement metrics.

writing-draft · Converting detailed outlines to publishable prose while maintaining spec fidelity.

copywriting · Founders and product designers who want copy patterns and formulas they can use across the entire product without hiring a copywriter.

growth · Solo founders and growth PMs designing product-led acquisition where the product itself drives growth, not sales team.

ads-landing · PPC campaign optimization: diagnose why landing pages don't convert despite ad traffic volume.

ads-test · Ad teams avoiding "winner calling" errors and ensuring statistical rigor in creative testing.

traffic · Growth leads doing monthly channel performance reviews and trying to understand where unattributed Direct traffic actually comes from.

programmatic-seo · When you have 50+ landing pages to create because programmatic SEO scales with quality checks (unique value, proper data sourcing, intent match).

copywriting-core · Landing page copy that needs to stop scrolls by leading with customer outcomes, not feature lists.

seo-sxo · Diagnosing why a well-optimized page doesn't rank: wrong page type for the keyword intent.

google-search-console · SEO managers doing monthly monitoring of search visibility and title/meta optimization, who need to prioritize which pages to optimize first.

seo-monitoring · Content marketers and SEO leads who own 50+ articles and need to identify high/low performers and guide future topic selection.

affiliate-marketing · B2B/B2C SaaS founders adding a partner channel while maintaining control of brand positioning and affiliate quality.

newsletter-signup · Content/growth teams optimizing email signup forms for conversion without overwhelming visitors with field requests.

geo-content-optimizer · Publishers capturing share of AI-generated answer traffic by making content more quotable and factual.

blog-post · Design-system-first content sites where each blog post is a mini-editorial product with consistent type hierarchy and brand voice.