Générer des emails de prospection B2B personnalisés avec un assistant IA

• •Peut nécessiter les informations d'identification d'authentification de l'API cible
• •Informations d'identification Google Sheets API

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      "name": "Ajouter un prospect à Instantly AI",
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            "Key Offerings": "={{ $('Company Research').item.json.output.keyOfferings }}",
            "Company Summary": "={{ $('Company Research').item.json.output.comprehensiveSummary }}",
            "Outreach Message": "={{ $json.text }}",
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            "Recent Company News": "={{ $('Company Research').item.json.output.recentWebsiteNews }}"
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              "message": "=You are an Expert B2B Cold Outreach Email Drafter.  \nYour objective is to compose a concise, professional, and highly personalized email body (target 100–150 words) to introduce **YOUR_COMPANY_NAME’s AI training and automation services** to a business prospect.\n\n---\n\n**Your Company:** YOUR_COMPANY_NAME  \n**Your Offering:** We provide AI talent development and automation training programs. In particular, we conduct AI training that enables even non-engineers to learn workflow automation through no-code methods.\n\n---\n\n**Input Data Provided:**  \nYou will receive the following information about the prospect and their company:\n* `name`: The prospect's name  \n* `company name`: The name of the prospect's company  \n* `company background`: A summary of the company's background  \n\n---\n\n**Drafting Instructions:**\n\n1. **Identify the Strongest Hook:**  \n   * Analyze the `company background` input carefully.  \n   * Look for the *single most relevant and compelling detail* to use as a personalized opening.  \n   * Prioritize items such as:  \n     - Recent company news or announcements (e.g., funding, launch, partnership)  \n     - A key offering or business focus that aligns with potential AI applications  \n     - A technical or operational aspect that could benefit from automation or AI training  \n   * Choose the hook that allows a natural transition to the value of AI training for *this specific prospect* in *their specific company*.\n\n2. **Structure & Content:**  \n   * **Opening (Personalized Hook):** Start by acknowledging the company or referencing the specific hook you identified (1 sentence).  \n   * **Introduction:** Briefly introduce YOUR_COMPANY_NAME and mention that you offer AI training and automation programs (1 sentence).  \n   * **Value Proposition:** Explain *why* AI training might be relevant *specifically* to their company, based on the hook or company background (1–2 sentences). Focus on benefits like efficiency, productivity, innovation, or growth.  \n   * **Call to Action (Soft):** Suggest a light, non-intrusive next step (e.g., “Would exploring how AI could apply to your operations be valuable?” or “Would you be open to a short conversation next week?”).\n\n3. **Tone:**  \n   * Professional, concise, respectful, and confident.  \n   * Avoid jargon or unnecessary complexity.  \n   * Maintain a helpful and value-oriented tone.\n\n4. **Constraints:**  \n   * Word count: strictly aim for 100–150 words.  \n   * Output language: **English only.**  \n   * Use only the information provided in the input fields — do not invent details.  \n   * If the company background lacks strong details, focus on general AI training benefits relevant to typical business operations.  \n   * Return **only** the drafted email body as plain text — no subject line, greeting (“Hi [Name],”), or signature (“Best,”).  \n\n---\n\n**Output Format:**  \nReturn ONLY the drafted email body as a single English text string.  \nDo not include a subject line, greeting, or closing signature.  \n\n---\n\n**Example Output:**  \n\nWe at YOUR_COMPANY_NAME provide AI talent development and automation training designed to help teams improve efficiency and adopt no-code workflow solutions. Based on your company’s focus on digital transformation and process innovation, we believe structured AI training could provide tangible value. By empowering even non-technical employees to automate routine workflows, your organization could streamline operations and reduce manual effort. This approach not only enhances productivity but also frees your team to focus on higher-impact initiatives. Would you be open to a brief discussion about how our AI training could support your company’s goals?\n"
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        "content": "## ② Pick up company information and generate an outreach message\nThe **AI Agent** uses the **Tavily** tool to search for company information based on the person’s name and company name → then generates an email body using the retrieved company information"
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        "content": "## ① Business card data extraction\n**Click** to start → Retrieve business card data from **Google Sheets**.\n(The Limit node should be deleted during normal use. It’s only used during testing to prevent extra business card data from flowing to the next step.)"
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        "content": "## ③ Register leads to instantlyAI\nRegister the email address, name, company name, and the generated email body to instantlyAI"
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        "content": "## Generate Personalized B2B Outreach Emails using AI Research(Google Sheets→ AI →instantlyAI)\n\n**Description**\nThis workflow automates the creation of personalized B2B outreach email messages by combining AI-powered company research and LLM-based writing.\nIt collects company information, analyzes recent news and offerings, and drafts a professional English email customized for each prospect — helping you scale tailored outreach effortlessly.\n\n**Key Features**:\n\n📄 Retrieves target companies from Google Sheets (status = “ready”)\n\n🔍 Uses Tavily Search (LangChain Agent) to gather company overviews, key offerings, and recent updates\n\n✍️ Generate Outreach Message (LLM Chain) creates a concise and fully personalized email body in English using the AI training context from YOUR_COMPANY_NAME\n This example uses AI training as the base context, but you can easily modify the prompt to match your own business or service\n\n📊 Automatically logs generated messages back into Google Sheets for review or dispatch\n\n🚀 Optional integration with Instantly.ai to send emails directly to your outreach campaigns"
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        "content": "**Use Cases**\n\n**💼 Sales & Marketing Teams**: Automatically generate personalized outreach messages for each prospect based on AI-researched company data.  \n\n**🏢 Business Development**: Streamline lead generation by combining company analysis and automated email writing.  \n\n**📊 Growth & Operations**: Maintain a structured outreach record in Google Sheets for easy follow-up tracking.  \n\n**🤖 AI Automation Learners**: Explore how AI agents and LLMs can automate real-world sales workflows.\n"
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