The library

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

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

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.

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

ua-campaign · Apps with $1k+ monthly UA budget; ASA is priority channel (highest intent) regardless of budget size.

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

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.

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

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.

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

afrexai-email-marketing · Email marketing strategist or solo founder scaling email revenue — covers full stack from list health → campaign planning → automation → optimization, with explicit health score and domain warm-up schedule.

ads-audit · Specialized workflow for ads audit

ads-budget · >30 conv/month → Maximize Conversions

programmatic-seo · When you have proprietary or product-derived data and a clear keyword pattern with 100+ potential pages; builds durable SEO moat through data defensibility, not just template replication.

creator-ugc-marketing · Consumer apps (fitness, wellness, utilities, games) where TikTok/Instagram audience overlap; organic + paid multiplier.

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

ads-google · Specialized workflow for ads google

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

ads · When you need to audit and fix multi-platform ad accounts with concrete health scores and actionable Quick Wins.

ads-linkedin · B2B accounts wanting comprehensive health audit with ABM and Thought Leader Ads recommendations.

ads-youtube · Multi-format video strategy needing CTV at scale (now 75% of YouTube spend) with shoppable QR code integration.

aes-landing-page-builder · DTC brand launching paid traffic campaign to cold audience — produces purpose-built page blueprint that drives 2%+ conversion rate on ecommerce without needing a designer to interpret wireframes.

ads-microsoft · Validating post-Google-import setup on Bing and unlocking Copilot chat placement (73% CTR lift observed)

ads · Doing a full portfolio review of all ad accounts at once when moving to a new agency or restructuring after a reorg

ad-creative · Paid media teams managing Google Ads, Meta, or LinkedIn campaigns who need to test new creative variants informed by what's currently working, not guessing.

ads-budget · Performance marketing teams when you need a budget reallocation framework that follows the 70/20/10 rule and matches bidding strategy to learning phase.

ads-creative · Performance marketing teams when you need a structured framework for creative testing and fatigue detection to continuously optimize ad performance.

marketing-strategist · Founders and marketing leaders when you need a full-funnel strategy framework covering positioning, messaging, channel selection, and growth modeling.

ads-meta · Diagnosing performance loss on Meta after iOS targeting changes or when account structure needs consolidation

ad-creative · Performance marketer optimizing ad creative across multiple platforms — covers platform-specific specs, generates from scratch or iterates from performance data, validates copy length against platform limits.

manage · Meta advertisers with 5+ ad sets who need diagnostic clarity on what is actually working, waste identification in dollars, and confidence-checked recommendations before making changes.

apple-search-ads · Any app with iOS presence; highest-intent channel (users already in App Store) with reliable conversion data.

ads-linkedin · B2B demand gen teams when you need a LinkedIn campaign execution guide for targeting high-value accounts with decision-maker precision.

ads-youtube · Optimizing YouTube Shorts ads and Demand Gen campaigns when view rate is <15% or CTR <0.5%

influencer-outreach · Founders launching a product or building organic distribution who can't afford paid ads and need authentic creator partnerships, but only if they can personalize at scale and get founder sign-off first.

copy · Teams running Google Ads at scale who need to test copy variants systematically against baseline CTR/conversion data while respecting positioning and landing page content.

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

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.

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

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.

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

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.