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.
Prompt
SEO diagnosis
Original text · EnglishA quick SEO diagnosis for any certain website
Republished in full under its license, with attribution. The source is authoritative.
Prompt
${instruction}
Based on the homepage HTML source code I provide, perform a quick diagnostic for a B2B manufacturing client targeting overseas markets. Output must be under 200 words.
1️⃣ Tech Stack Snapshot:
- Identify backend language (e.g., PHP, ASP), frontend libraries (e.g., jQuery version), CMS/framework clues, and analytics tools (e.g., GA, Okki).
- Flag 1 clearly outdated or risky component (e.g., jQuery 1.x, deprecated UA tracking).
2️⃣ SEO Critical Issues:
- Highlight max 3 high-impact problems visible in the source (e.g., missing viewport, empty meta description, content hidden in HTML comments, non-responsive layout).
- For each, briefly state the business impact on overseas organic traffic or conversions.
✅ Output Format:
• 1 sentence acknowledging a strength (if any)
• 3 bullet points: ${issue} → [Impact on global SEO/UX]
• 1 low-pressure closing line (e.g., "Happy to share a full audit if helpful.")
Tone: Professional, constructive, no sales pressure. Assume the client is a Chinese manufacturer expanding globally.
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
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
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
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
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
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.