AI Marketing Workflow Agents

Audits a LinkedIn creator’s content engine from public post data. It captures creator voice, benchmarks performance against account-level medians, deconstructs competitor outliers, maps the Reach → Trust → Sales funnel, and returns evidence-derived content angles. Use for LinkedIn content audits, conversion diagnosis, competitor analysis, funnel-gap analysis, performance reviews, and evidence-backed content angles. Not for canned-template libraries or generic unsourced post ideas.

Use when someone asks whether AI is putting their marketing career at risk, wants to diagnose whether their work is execution or architecture, needs a crossover path into Marketing Operations or GTM Architecture, wants a survival-to-acceleration plan, or needs the supplied loss-framed Survival Guide email sequence adapted. Do not use for generic career advice, unrelated AI anxiety, or the gain-framed MOps Playbook workflow.

Use when someone asks for Marketing Operations or RevOps career guidance based on the AI-Era MOps Career Playbook, including identifying their path into GTM architecture, translating existing experience, building a 90-day plan or portfolio artifact, explaining the execution-versus-architecture thesis, or drafting consistent lead-magnet nurture messaging. Do not use for unrelated general career advice, generic email copy, or current labor-market claims outside the supplied source material.

Monitor current SEO, GEO, and search developments, separate confirmed changes from vendor positioning, update affected content skills, re-audit tracked published articles, and report what changed and what to fix. Use when asked to run the content watchdog, check what is new in SEO/GEO/search, update SEO or content playbooks, assess whether published content is still optimized, or establish recurring monitoring.

Run modern SEO and GEO keyword research from an ICP, website, or seed list. Use for keyword discovery, prompt research, intent classification, SERP-based clustering, prioritization, keyword-to-page mapping, content gaps, channel mapping, and citation-share measurement across Google, Bing, YouTube, and AI answer engines.

Build a deterministic SEO topic score from the top Google results for a keyword, then score an article against that SERP baseline. Use when the user asks for a topic score, SEO/content score, SERP comparison, content gap, term-frequency benchmark, or an article optimization brief.

Audit and rewrite web and blog content for AI-native discovery across Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), and Agentic Search Optimization (ASO). Use when the user wants a page cited, trusted, recommended, or selected by ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude, Copilot, or autonomous shopping and research agents, including requests about AI search visibility, AI-citable pages, Share of Model, AI citations, crawlability, FAQ or HowTo schema, suitability pages, or agentic search readiness.

Use this skill when writing ad copy — headline formulas, visual direction, and voice-of-customer sourcing that makes ads specific instead of generic.

Use when defining ad personas or turning ICP segments into platform-targetable audiences for ads. Covers demographic, firmographic, intent, consumption, and psychographic mapping. Not for campaign buildout, ad-copy drafting, or budget optimization.

Run Meta Ads for B2B qualified pipeline using tiered TAM custom audiences, Conversion Leads feedback through CAPI, segment personalization, and SQL-level reporting. Use when planning, launching, or optimizing Meta campaigns for qualified pipeline rather than cheap lead volume. Not for general social content or organic Meta strategy.

Use this skill when an AI agent or automation is about to make a write change to a live Google Ads account, including pausing something, moving a bid, adding negatives, editing a budget, launching a campaign, or validating whether a change actually ran. Produces a previewed, confirmed, and verifiably executed change. Not for read-only Google Ads analysis.

Use this skill when someone asks for a budget projection, a ROAS or CPA target, an impression-share opportunity estimate, or any paid-search math from numbers they already have. It produces a shown-work table with a sensitivity check, not just a final number. Not for live account analysis requiring live account access.