When the user wants to optimize content for AI search engines and LLM answer engines — ChatGPT, Perplexity, Claude, Google AI Overviews, Gemini. Covers GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), LLMO, and AI visibility as one discipline. Also trigger on "AI SEO", "GEO", "AEO", "LLM optimization", "AI Overviews optimization", "optimize for ChatGPT", "optimize for Perplexity", "AI citations", "AI visibility", "zero-click search". For traditional Google SEO, see seo-audit. For structured data, see schema-markup.
When the user wants to set up, improve, or audit analytics tracking and measurement. Also trigger on "set up tracking", "GA4", "Google Analytics", "conversion tracking", "event tracking", "UTM parameters", "tag manager", "GTM", "analytics implementation", "tracking plan", "what should I track", "analytics stack". For A/B test measurement, see ab-test-setup.
When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also trigger on "churn", "cancel flow", "cancellation", "save offer", "dunning", "failed payment recovery", "win-back", "retention", "exit survey", "pause subscription", "involuntary churn", "reduce cancellations".
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also trigger on "content strategy", "what should I write about", "content ideas", "blog strategy", "topic clusters", "content planning", "content calendar", "editorial calendar", "what content works for SaaS/ecom". For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit. For social media specifically, see social-content.
When the user wants to edit, review, improve, or polish existing marketing copy. Also trigger on "edit this copy", "review my copy", "copy feedback", "proofread", "polish this", "make this better", "copy sweep", "improve my website copy", "tighten this up". For writing copy from scratch, see copywriting. For specific page conversion, see page-cro.
When the user wants to write, rewrite, or improve marketing copy for any page — homepage, landing pages, pricing, feature pages, about pages, product pages. Also trigger on "write copy for", "improve this copy", "rewrite this page", "marketing copy", "headline help", "CTA copy". For email copy, see email-sequence. For popup copy, see popup-cro. For ad copy, see ad-creative. For editing/polishing existing copy, see copy-editing.
When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO, or brand awareness. Also trigger on "engineering as marketing", "free tool", "marketing tool", "calculator", "generator", "interactive tool", "lead gen tool", "build a tool for leads", "free resource", "tool SEO". Bridges engineering and marketing.
When a SaaS solopreneur wants to plan their full go-to-market strategy — ICP, positioning, channel selection, sales motion, and pricing. Also trigger on "GTM", "go-to-market", "sales motion", "PLG", "product-led growth", "sales-led", "SaaS GTM", "channel strategy", "how do I sell my SaaS", "who should I target". For launch day tactics, see launch-strategy. For positioning only, see product-marketing-context.