marketing-experimentation
Use when the user needs to design decision-relevant marketing experiments with falsifiable hypotheses; route here only when this decision boundary is the clear…
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Updated 10-27 00:15
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Use when the user needs to design decision-relevant marketing experiments with falsifiable hypotheses; route here only when this decision boundary is the clear…
Use when the user needs to build a measurement architecture linking business outcomes, leading indicators, and attribution limits; route here only when this…
Use when the user needs to design high-quality optimization signals that reflect customer and business value; route here only when this decision boundary is…
Use when the user needs to assign channel jobs, reach/frequency logic, budget principles, and measurement boundaries; route here only when this decision…
Use when the user needs to design an offer whose value, proof, risk, and terms fit the buying decision; route here only when this decision boundary is the…
Use when the user needs to choose a differentiated competitive frame and reason to choose based on real alternatives; route here only when this decision…
Use when the user needs to set pricing architecture, tiers, and discount guardrails from willingness to pay and economics; route here only when this decision…
Use when the user needs to translate product truth into audience-specific narrative, proof, launch messaging, and enablement; route here only when this…
Use when the user needs to diagnose churn and repeat behavior, then design lifecycle interventions; route here only when this decision boundary is the clear…
Use when the user needs to create commercially useful segments and targeting priorities that change decisions; route here only when this decision boundary is…
B2B case study writing with STAR framework, data visualization, and research. Covers structure, customer quotes, metrics presentation, and distribution…
Content atomization — turn one piece of content into many formats. Covers blog-to-thread, blog-to-carousel, podcast-to-blog, video-to-quotes, and more. Use…
Research-backed customer persona creation with market data and avatar generation. Covers demographics, psychographics, jobs-to-be-done, journey mapping, and…
Email marketing design with layout patterns, subject line formulas, and deliverability rules. Covers welcome sequences, promotional emails, transactional…
Newsletter curation with content sourcing, editorial structure, and subscriber growth strategies. Covers issue formatting, link roundups, commentary style, and…
SEO content brief creation with keyword research, search intent analysis, and content structure. Covers SERP analysis, heading hierarchy, word count targets,…
Twitter/X thread writing with hook tweets, thread structure, and engagement optimization. Covers tweet formatting, character limits, media attachments, and…
Create a go-to-market brief with positioning, messaging, and launch plan when the user asks to plan a launch, create a GTM strategy, or write a go-to-market…
Competitive analysis and market positioning partner for Product Managers. Use when the user needs to analyze competitors, map positioning, or identify feature…
Analyze complex Salesforce integration failures across request traces, metadata, query plans, automation, locks, jobs, events, and limits. Use when basic…
Build fork-safe Salesforce CI with secretless static and fixture gates, protected non-production validation, and separately approved production promotion. Use…
Analyze Salesforce authorization, permission, schema, validation, locking, limit, async-job, and event-delivery failures from evidence. Use when triaging an…
Analyze Salesforce license, add-on, storage, event, API, support, middleware, and operating costs from current customer evidence. Use when making cost and…
When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,'…