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Original text · EnglishAn intelligent, fully automated B2B outreach system that discovers companies, finds decision makers, researches company intelligence, and generates personalized cold emails using AI agents.
https://github.com/Shubhamsaboo/awesome-llm-apps/tree/main/advanced_ai_agents/single_agent_apps/ai_email_gtm_reachout_agent
Republished in full under its license, with attribution. The source is authoritative.
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An intelligent, fully automated B2B outreach system that discovers companies, finds decision makers, researches company intelligence, and generates personalized cold emails using AI agents.
git clone <repository-url>
cd ai_email_gtm_reachout_agent
pip install -r requirements.txt
Note: Make sure you have Agno version 2.0.4 or higher installed.
# Required API keys
export EXA_API_KEY="your_exa_api_key"
export OPENAI_API_KEY="your_openai_api_key"
streamlit run ai_email_gtm_reachout.py
The system includes department-specific templates:
Each generated email includes:
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
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
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