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

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.

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.

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.

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.

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).

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

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.

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.

sales-call-prep · Sales reps preparing for discovery calls or existing customer check-ins who need to condense account history and prior conversations into a focused agenda without spending 30 minutes reading email threads.

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)

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

meeting-prep · When preparing for high-stakes meetings with key stakeholders and you need structured context on who, what, and how to position.

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

deal-outreach · Sales rep or founder outbound prospecting specific persona with clear trigger event — produces persona-calibrated 6-touch sequence with timing, copy, and psychology tailored to economic buyer vs. technical buyer vs. champion.

sales-prep · Sales reps preparing for discovery calls or demos who need to know the company's website, attendee backgrounds, and competitive situation in one unified brief before the meeting.

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.

cold-email-sequence-generator · When you need to create a 7-14 day cold email sequence with proper timing, A/B variants, and breakup-email strategy.

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.

sprint-status · Quick snapshot of progress across parallel Claude Code sessions before switching contexts.

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.

meeting-prep · Sales reps and founders who have back-to-back meetings and need to compress 30-minute research into 2 minutes while walking to the meeting, with a follow-up email sent before they close their laptop.

outreach-expert · Setting up B2B outbound from scratch when cold emails are being ghosted or landing in spam

kb-article · Support teams creating evergreen documentation from recurring customer questions or newly resolved issues.

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.

sales-outreach · SDRs and outbound teams who need 3-5 email sequences where every email has a verifiable trigger event, not generic 'I saw your company' messages that destroy credibility.

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.

developer-growth-analysis · Developers who want structured, evidence-based feedback on their work growth without waiting for code reviews, using their actual recent project history as the signal.

icp-definition-and-validation · Pre-outreach work when spray-and-pray would burn reputation; tightens messaging for months of saved wasted effort.

linkedin-outbound-workflow · Relationship-first sales where acceptance + engagement matters more than volume; manual approach gives 3x higher engagement than templates.

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