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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Automate lead research, qualification, and outreach with AI agents and Langgraph, creating personalized messaging and connecting with your CRMs (HubSpot, Airtable, Google Sheets)
| Date | Stars |
|---|---|
| 2026-07-31 | 358 |
| 2026-08-06 | 358 |
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# AI-Sales-Outreach-Automation ### 👉 Dive into the full article: [**AI Agents + LangGraph: The Winning Formula for Sales Outreach Automation**](https://dev.to/kaymen99/how-ai-automation-can-transform-your-sales-outreach-strategy-aop)  I built an **AI-powered outreach system** designed to integrate with multiple **CRMs**, automate lead research, and enhance the lead generation process. The system analyzes **LinkedIn data**, company websites, recent news, and social media activities to gather comprehensive insights on potential leads. Based on this information, it generates detailed **analysis reports** that highlight lead challenges, gaps, and opportunities for engagement. The system also creates customized **outreach materials**, including **personalized emails**, **interview preparation scripts**, and **tailored outreach reports** that showcase how our solutions can address the lead's pain points, supported by previous results and case studies. For this project, I created a sample AI marketing agency, **ElevateAI Marketing Solutions**, which focuses on optimizing and automating content strategies and enhancing digital presence using AI. While designed for **ElevateAI**, this system can easily be adapted for any agency or freelancer looking to streamline their lead outreach and improve engagement with prospects. With its customizable features, it offers a powerful, automated approach to lead generation. ## Features ### **Multi-CRM Integration** - Seamlessly connect with popular CRMs like **HubSpot**, **Airtable**, **Google Sheets**, or add your own custom CRM functionality using a standardized schema. ### **Automated Lead Research** - **LinkedIn Profile Scraping**: Automatically collect essential details about the lead and their company from LinkedIn to create a comprehensive profile. - **Company Digital Presence Analysis**: Evaluate the company's website and blog content for insights into their products and services. Additionally, assess their social media activity across platforms like **Facebook**, **Twitter**, **YouTube**, and others. - **Recent Company News Analysis**: Keep track of the latest news and announcements related to the company to gain insights into their current initiatives and challenges. - **Pain Point Identification**: Identify potential challenges or gaps faced by the company, and provide tailored recommendations on how your agency's offerings and services can address them. - **Report Generation**: Generate detailed reports for each analysis, which are saved both locally and in **Google Docs**. A consolidated global research report is created, combining insights from the lead profile, company profile, and digital presence. (You can find examples of the reports in the `/reports` folder.) ### **Lead Qualification** Automatically assess and qualify leads based on the gathered data and your predefined criteria, here are some examples of criteria that I used: - **Digital Presence (Website & Blog)**: Evaluate the quality and relevance of the company’s online presence. - **Social Media Activity**: Analyze the company’s engagement and activity across various social media platforms. - **Industry Fit**: Assess how well the company aligns with your target industries and their current or potential use of **AI** and **automation** in marketing. - **Company Scale and Potential**: Evaluate the company’s size, growth potential, and market expansion indicators such as new hires or funding. *Note: These criteria can be modified according to specific requirements.* ### **Personalized Outreach** - **Customized Outreach Report**: Generate a customized outreach report for each lead, highlighting their challenges or gaps, how your services can address them, and referencing previously obtained results and similar case studies (uses RAG to extract them). The report is saved to **Google Docs** for easy sha
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:d9b17fd2fd79d22e, topic:ai-agents, topic:langgraph, desc:ai agents