The library

blog-post · When you need blog content that both ranks well and actually converts readers into leads or customers.

analytics · When you're instrumenting a site and need consistent, decision-first tracking architecture.

competitor-profiling · When you need repeatable, timestamped snapshots of 3-5 competitors for positioning and market analysis.

ab-testing · Validating product hypotheses where statistical rigor and p-value confidence matter more than speed.

aso · When an app isn't discoverable in app stores and you need to optimize title, subtitle, screenshots, and metadata.

growth-engine · Teams running 5+ simultaneous A/B tests across channels who need automated winner detection with statistical rigor

competitor-analysis · Pre-optimization repositioning when you need to understand how competitors position against shared keywords and which gaps are rankable.

content-repurpose · When you have strong foundational content and need to maximize reach by adapting to different consumption formats.

cold-email-outreach · GTM teams launching outreach campaigns where leads are qualified and an angle exists, who want to move from drafting to campaign configuration and sending in a single workflow.

copywriting · When you need clear, benefit-first copy that converts and uses the customer's own language.

article-writing · Founders, operators, and thought leaders writing essays, launch posts, or newsletters where voice authenticity and specificity matter more than polish.

brand-voice · Content teams, founders, or agencies that need ONE voice standard to apply across channels (X, LinkedIn, email, blog, outreach) without re-deriving style for each task.

content-engine · voice consistency matters across more than one output

investor-outreach · Writing cold emails to investors where personalization against thesis and proof is non-negotiable, and generic templates will fail.

seo-competitor-pages · competitors ship major changes

go-to-market-planner · Product manager orchestrating multi-function launch — produces single source of truth with messaging, timeline, success metrics, and rollback procedure, preventing coordination gaps across product/marketing/sales/support.

content-creation-and-marketing · Multi-channel content distribution for B2B SaaS when you need templates and best practices for LinkedIn, email, and blog production.

lifecycle-marketing-campaigns · Product and growth teams when you need email flow templates for specific user segments (free → paid, trial expiration, churn win-back) with day-by-day structure.

ink-distribute · Content marketer maximizing reach of published article across developer and technical buyer communities — produces channel-specific copy tailored to each platform's culture and success signals.

content-writer · Content teams launching new content strategy or filling keyword gaps where SERP analysis shows a real differentiator (original data, first-hand experience, more actionable approach) is possible.

brand-voice-extractor · Content teams that want a reusable brand voice playbook extracted from real published examples, to apply consistently across new channels (X, email, outreach) without re-deriving style each time.

ads-tiktok · Mobile-first, younger-demographic campaigns where native-style UGC content drives 3x+ CTR vs polished corporate ads.

competitor-ads-analyst · GTM teams wanting messaging white space and creative format benchmarks to differentiate positioning.

seo-geo · Content strategy wanting 50%+ AI Overview/GEO coverage when brand presence on YouTube/Reddit/Wikipedia is high.

ad-creative · When you need rapid ad iteration across multiple platforms with performance feedback.

ai-seo · When organic traffic is declining due to AI Overviews and you need to get cited instead of ranked.

content-strategy · Building searchable and shareable content for businesses where organic is a cornerstone channel.

ads-competitor · Performance marketing teams when you need competitor ad intelligence to benchmark messaging, estimate spend, and identify positioning gaps.

google-ads · SaaS and e-commerce wanting Google-first strategy with cross-campaign learning and PMax automation.

prospect-research · Sales reps who need to walk into calls with specific context instead of generic questions, especially for outbound first touches where showing research is the difference between credibility and cold-calling.

seo-ecommerce · D2C ecommerce sites needing both on-page SEO and real-time Google Shopping competitive intelligence.

ink-brief · Marketing teams handing briefs to freelance or in-house writers who need the entire research and competitive analysis done upfront.

ads · Solo founder with limited budget ($10-20/day) who has a landing page that converts organically — provides campaign structure, keyword strategy, and ad copy templates to avoid wasting money on channels before validating message.

content-writer · When you need copy across multiple channels that is on-brand, audience-specific, and optimized for the format.

geo-optimizer · Content creators who want to maximize AI citation probability in ChatGPT, Claude, Perplexity, and Google AI Overviews using real evidence instead of fabrication shortcuts.

competitive-ads-extractor · Product marketers launching new positioning or messaging tests who want to see what competitors are actually running (spending budget on) rather than guessing from website copy.

ads-microsoft · B2B accounts leveraging Microsoft's unique advantages (LinkedIn profile targeting, Copilot chat placement, CTV ads).

competitor-tracking · Ongoing surveillance once you have a baseline; catches competitor repositioning before they rank above you for shared keywords.

android-aso · Android-first apps where full description indexing is an advantage over iOS; semantic similarity understanding is required.

ads-tiktok · Auditing TikTok Shop integration and creative testing velocity when account is underspending on winners

competitor-analysis · GTM strategy and positioning work; creates data-driven foundation for 'why us vs them' messaging.

cold-email · B2B sales teams when you need a gated cold email execution process that validates positioning and offer BEFORE sequence creation, using buyer verbatims.

analytics · Solo founder or analyst setting up analytics for the first time — provides tool recommendation by stage, event naming conventions, core metrics framework, and GA4 setup checklist to track decisions not dashboards.

keyword-research · Teams planning content strategy or expanding into new verticals where keyword-to-intent mapping and opportunity scoring can guide roadmap prioritization.

competitor-research · One-time comprehensive competitive baseline research when a new competitor emerges or you're planning a differentiation strategy — not for continuous monitoring.

ads-create · Specialized workflow for ads create

ads-google · Specialized workflow for ads google

ads-meta · Ecommerce and conversion-focused accounts managing creative diversity in Andromeda's 10,000x complexity model.

agentic-seo · Founder or marketer optimizing website for AI agent discovery (not just search engines) — quickly audits 5 key dimensions to ensure llms.txt, robots.txt, and structured data are agent-friendly.

category-positioning · Apps in expansion phase or stuck in wrong category; category change is rare disruption but can unlock featuring and chart visibility.