Agent Academy is a free, source-linked library of skills, prompts, MCP servers and bot templates, organised into courses by profession, for people who hand real work to AI agents: 1,467 live resources, each with its original link, license and safety tags.
Course · Marketing
Learn to plan, write and measure marketing work (content, SEO, email, ads) from real skills and prompts, without publishing anything unapproved.
Read-only by default. Email, ads and social MCP servers need credentials and can publish or spend money; ask the owner first.
Read course.md: the job, the permissions it needs, and what good output looks like.
Choose one style, platform or channel from the reference library. Only one.
Turns your keywords into content ideas and writer-ready briefs for search and AI answers. Works from a pasted keyword list or your Search Console.
Sourcebotsdots.site/templates/seo-aeo-desk
Monitors your competitors' public websites, ads, marketing, pricing, and positioning on a standing cadence
Sourcebotsdots.site/templates/market-researcher
Marketing project manager that coordinates research, positioning, landing pages, ads
Sourcebotsdots.site/templates/project-manager
Signs up for your competitors' newsletters and products under its own research email, walks their onboarding on video, and watches their site, pricing
Sourcebotsdots.site/templates/stalk-bot
Website operations and content manager. Ships site changes as PRs from your website repo, runs evidence-backed site audits (SEO, content, speed, a11y, CRO
Sourcebotsdots.site/templates/website-ops
Reviews your Apple Search Ads spend against your cost per install target. Drafts the keyword, bid, and budget changes, and never touches your account.
Sourcebotsdots.site/templates/apple-search-ads-review
Weekday pipeline that picks, lays out, and grades search-visibility pages
Sourcebotsdots.site/templates/aeoseo-bot
Reviews ads, search and Shopify performance from a single place
Sourcebotsdots.site/templates/grok-for-seo-geo-paid-ads-and-shopify
An SEO and AEO teammate that writes briefs for your writers
Sourcebotsdots.site/templates/index
SEO writing desk for your own blog: topics, SERP briefs, drafts from sources via seodraft MCP
Sourcebotsdots.site/templates/seo-content-desk-seodraft
Keeps watch on your site's search performance and plans fixes for your sign-off
Sourcebotsdots.site/templates/seo-expert
Local SEO bot: keyword volumes SERPs rank plan and preview site for a niche plus towns
Sourcebotsdots.site/templates/serp-specialist
One-pass site audit across SEO, speed, accessibility, CRO and schema
Sourcebotsdots.site/templates/site-audit
SEO + content + speed + a11y + CRO + schema audit. Scored, P0/P1/P2, evidence URLs. Monthly diff. No invented metrics
Sourcebotsdots.site/templates/site-audit-rzrr
Read the required skills, prompts and standards in order.
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatG
Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/ai-seo/SKILL.md
When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," "SEO health check," "my traffic dropped," "lost rankings," "not showing up in Google," "s
Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/seo-audit/SKILL.md
Research competitors and generate a positioning and messaging comparison with content gaps, opportunities, and threats. Use when building sales battlecards, when finding positioning gaps and messaging angles competitors haven't claimed, or when a competitor makes a move and you need to assess the im
Sourcegithub.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/competitive-brief/SKILL.md
Run a comprehensive SEO audit — keyword research, on-page analysis, content gaps, technical checks, and competitor comparison. Use when assessing a site's SEO health, when finding keyword opportunities and content gaps competitors own, or when you need a prioritized action plan split into quick wins
Sourcegithub.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/seo-audit/SKILL.md
When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions 'competitor profile,' 'competitor research,' 'competitor analysis,' 'profile this competitor,' 'analyze competitor,' 'competitive intelligence,' 'competitor deep dive,' 'who are my competitors,' 'competitor landscape,' 'competitor dossier,' 'competitive audit,' or 'research these competitors.' Input is…
Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/competitor-profiling/SKILL.md
When the user wants to create competitor comparison or alternative pages for SEO and buyer-facing use. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'how do we compare to X,' 'competitor teardown,' 'audit our competitor pages,' 'are our comparison pages out of date,' or…
Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/competitors/SKILL.md
When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers," "analyze transcripts," "customer interviews," "survey analysis," "support ticket analysis," "voice of customer," "VOC," "build personas," "customer personas," "jobs to be done," "JTBD," "what do customers say," "what are customers struggling with," "Reddit…
Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/customer-research/SKILL.md
When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," "free resource," "ROI calculator," "grader tool," "audit tool," "should I build a free tool," or "tools…
Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/free-tools/SKILL.md
When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages at scale," "directory pages," "location pages," "[keyword] + [city] pages," "comparison pages," "integration pages," "building many pages for SEO," "pSEO," "generate 100 pages," "data-driven pages," "templated landing pages," or "which CMS for pSEO." Use this…
Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/programmatic-seo/SKILL.md
When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "product schema," "review schema," "breadcrumb schema," "Google rich results," "knowledge panel," "star ratings in search," or "add structured data." Use this whenever someone wants their pages to…
Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/schema/SKILL.md
When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking. Also use when the user mentions "sitemap," "site map," "visual sitemap," "site structure," "page hierarchy," "information architecture," "IA," "navigation design," "URL structure," "breadcrumbs," "internal linking strategy," "website planning," "what pages do I need," "how should I…
Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/site-architecture/SKILL.md
When the user wants to create, generate, or produce video content using AI tools or programmatic frameworks. Also use when the user mentions 'video production,' 'AI video,' 'Remotion,' 'Hyperframes,' 'HeyGen,' 'Synthesia,' 'Veo,' 'Sora,' 'Runway,' 'Kling,' 'Seedance,' 'Hailuo,' 'MiniMax,' 'Pika,' 'Hunyuan,' 'Wan,' 'video generation,' 'AI avatar,' 'talking head video,' 'programmatic video,' 'video template,'…
Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/video/SKILL.md
Elite content marketing strategist specializing in AI-powered content creation, omnichannel distribution, SEO optimization, and data-driven performance marketing. Masters modern content tools, social media automation, and conversion optimization with 2024/2025 best practices. Use PROACTIVELY for comprehensive content marketing.
Sourcegithub.com/wshobson/agents/blob/main/plugins/content-marketing/agents/content-marketer.md
Expert web researcher using advanced search techniques and synthesis. Masters search operators, result filtering, and multi-source verification. Handles competitive analysis and fact-checking. Use PROACTIVELY for deep research, information gathering, or trend analysis.
Sourcegithub.com/wshobson/agents/blob/main/plugins/content-marketing/agents/search-specialist.md
Analyzes content for E-E-A-T signals and suggests improvements to build authority and trust. Identifies missing credibility elements. Use PROACTIVELY for YMYL topics.
Sourcegithub.com/wshobson/agents/blob/main/plugins/seo-analysis-monitoring/agents/seo-authority-builder.md
Analyzes multiple provided pages to identify keyword overlap and potential cannibalization issues. Suggests differentiation strategies. Use PROACTIVELY when reviewing similar content.
Sourcegithub.com/wshobson/agents/blob/main/plugins/seo-analysis-monitoring/agents/seo-cannibalization-detector.md
Analyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement recommendations based on established guidelines. Use PROACTIVELY for content review.
Sourcegithub.com/wshobson/agents/blob/main/plugins/seo-content-creation/agents/seo-content-auditor.md
Creates comprehensive content outlines and topic clusters for SEO. Plans content calendars and identifies topic gaps. Use PROACTIVELY for content strategy and planning.
Sourcegithub.com/wshobson/agents/blob/main/plugins/seo-content-creation/agents/seo-content-planner.md
Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content.
Sourcegithub.com/wshobson/agents/blob/main/plugins/seo-analysis-monitoring/agents/seo-content-refresher.md
Writes SEO-optimized content based on provided keywords and topic briefs. Creates engaging, comprehensive content following best practices. Use PROACTIVELY for content creation tasks.
Sourcegithub.com/wshobson/agents/blob/main/plugins/seo-content-creation/agents/seo-content-writer.md
Analyzes keyword usage in provided content, calculates density, suggests semantic variations and LSI keywords based on the topic. Prevents over-optimization. Use PROACTIVELY for content optimization.
Sourcegithub.com/wshobson/agents/blob/main/plugins/seo-technical-optimization/agents/seo-keyword-strategist.md
Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content.
Sourcegithub.com/wshobson/agents/blob/main/plugins/seo-technical-optimization/agents/seo-meta-optimizer.md
Formats content to be eligible for featured snippets and SERP features. Creates snippet-optimized content blocks based on best practices. Use PROACTIVELY for question-based content.
Sourcegithub.com/wshobson/agents/blob/main/plugins/seo-technical-optimization/agents/seo-snippet-hunter.md
Analyzes and optimizes content structure including header hierarchy, suggests schema markup, and internal linking opportunities. Creates search-friendly content organization. Use PROACTIVELY for content structuring.
Sourcegithub.com/wshobson/agents/blob/main/plugins/seo-technical-optimization/agents/seo-structure-architect.md
Follow a workflow or case. Install a skill or MCP server only if you have permission.
The **AI SEO Audit Team** is an autonomous, multi-agent workflow built with Google ADK. It takes a webpage URL, crawls the live page, researches real-time SERP competition, and produces a polished, prioritized SEO optimization report. The app uses **Firecrawl via MCP (Model Context Protocol)** for a
Sourcegithub.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/multi_agent_apps/agent_teams/ai_seo_audit_team
This recipe is an Agent Development Kit (ADK) multi-agent workflow that helps e-commerce brands optimize product titles for search visibility and recover zero/low-result retail queries using BigQuery and Gemini Computer Use.
Sourcegithub.com/google/adk-recipes/tree/main/contrib/python/brand-search-optimization
An intelligent, fully automated B2B outreach system that discovers companies, finds decision makers, researches company intelligence, and generates personalized cold emails using AI agents.
Sourcegithub.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/single_agent_apps/ai_email_gtm_reachout_agent
Open-source SEO manager for coding agents: keyword research, content PRs, rank + Search Console.
Sourcegithub.com/NeoZi12/dispatchseo
Spot keyword demand rising or fading. Trend volume and growth signals. Free key at trendsmcp.ai
Sourcegithub.com/trendsmcp-ai/Trends-MCP
Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Built on LibreCrawl.
Sourcegithub.com/adityaarsharma/sitewalk
Public TikTok profiles, videos, comments and keyword search as JSON. No developer account.
Sourcegithub.com/HasData/tiktok-mcp
Bridge to a self-hosted A-Parser: SERP, suggests and 150+ parsers via its API (read-only).
Sourcegithub.com/antohins/seo-tools-mcp
TikTok data for AI agents: videos, creators, sounds, hashtags, trends. Content + creator research.
Sourcegithub.com/superagnt/plugins
MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites
Sourcegithub.com/AutomateLab-tech/ai-seo-mcp
Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expand/merge/kill.
Sourcegithub.com/AutomateLab-tech/seo-performance-mcp
Growth marketing, SEO and GEO as agent tools: ranked moves, ship them, AI answer visibility.
Sourcegithub.com/afterlaunch/mcp
Run client marketing from your AI assistant, or let Autopilot: Google Ads, GA4, SEO, Meta, CRM
Sourcegithub.com/harrisonjdahl3/agency-mcp-plugin
SEO MCP server for creators. Ranks Google Search Console opportunities by ad revenue, not clicks.
Sourcegithub.com/Yoshyaes/creator-seo-mcp
Read-only SEO and GEO audits with Google Search Console, Bing, and website crawling.
Sourcegithub.com/JvnnDev/seo-webmaster-mcp
SEO research, keyword discovery, site audits, Search Console, backlinks and content workflow.
Sourcegithub.com/sultanlive/vibeseo-mcp
Go through the checklist and report the result to your owner.
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do I m
Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/analytics/SKILL.md
Build a marketing performance report with key metrics, trend analysis, wins and misses, and prioritized optimization recommendations. Use when wrapping a campaign, when preparing weekly, monthly, or quarterly channel summaries for stakeholders, or when you need data translated into an executive summ
Sourcegithub.com/anthropics/knowledge-work-plugins/blob/main/marketing/skills/performance-report/SKILL.md
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments,"…
Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/ab-testing/SKILL.md
When the user wants to figure out which marketing actually drives conversions and revenue, choose or interpret an attribution model, or reconcile conflicting numbers across tools. Also use when the user mentions "attribution," "attribution model," "first-touch vs last-touch," "multi-touch," "which channel drives revenue," "what's my real CAC," "my dashboards disagree," "Google/Meta says X but GA says Y," "media mix…
Sourcegithub.com/coreyhaines31/marketingskills/blob/main/skills/attribution/SKILL.md
Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations. Use PROACTIVELY for business intelligence or strategic analysis.
Sourcegithub.com/wshobson/agents/blob/main/plugins/business-analytics/agents/business-analyst.md
Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.
Sourcegithub.com/wshobson/agents/blob/main/plugins/business-analytics/skills/data-storytelling/SKILL.md
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict…
Sourcegithub.com/wshobson/agents/blob/main/plugins/business-analytics/skills/kpi-dashboard-design/SKILL.md
Guide to optimizing app visibility and performance on the Apple Store using ASO techniques and mathematical evaluation guidelines.
Sourceprompts.chat/prompts/cmqi627oo0001jo04t2bbd0ls_apple-store-aso-expert-guide