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Product Description Generation

User-Generated Content Moderation

Natural Language Product Search

Personalised Product Recommendation

Fraudulent Transaction Detection

Image Quality Assesment

Product Categorisation

Product Feature Extraction

Customer Review Sentiment Analysis

CRM

Content Generation

This AI content marketing agent task generates tailored content for CRM contacts. The task configuration outlines how to:

  • Analyse contact profiles and interaction histories for personalisation signals

  • Identify individual preferences, interests, and engagement patterns

  • Generate contextually relevant communication content

  • Customise messaging across multiple touchpoints

  • Adapt content to sales funnel stages and roles


As a modular task, it integrates with CRM platforms and marketing automation systems, enabling AI agents to execute sophisticated content personalisation within existing customer communication workflows. The task specification includes outputs for email generation, social messaging, and value proposition customisation, adaptable across various industries and communication channels. The system maintains brand consistency while delivering highly personalised content that reflects individual contact characteristics and engagement history.

Example outputs:

{
  "generated_content": "Dear Sarah, I noticed that your company, TechInnovate, has been making waves in the AI sector lately – congratulations on your recent product launch!\n\nGiven your focus on AI-driven solutions, I thought you might be interested in our new machine learning platform, DataMind Pro. It's designed to streamline AI model development and deployment, which I believe could significantly enhance your team's capabilities.\n\nSome key features that might appeal to you:\n1. Automated model optimization\n2. Seamless integration with existing cloud infrastructure\n3. Advanced data privacy controls\n\nConsidering your background in data science and your current role as CTO, I'd love to schedule a brief demo to show you how DataMind Pro can accelerate your AI initiatives.\n\nWould you be available for a 30-minute call next Tuesday or Wednesday afternoon?\n\nLooking forward to potentially collaborating with TechInnovate!\n\nBest regards,\nAlex Johnson\nAI Solutions Specialist",
  "content_type": "Email",
  "personalisation_elements": [
    "Recipient's name (Sarah)",
    "Company name (TechInnovate)",
    "Recent company achievement (product launch)",
    "Recipient's role (CTO)",
    "Recipient's background (data science)"
  ],
  "key_messages": [
    "Introduction of DataMind Pro platform",
    "Relevance to recipient's AI-focused company",
    "Key features of the product",
    "Offer for a personalized demo"
  ],
  "tone_and_style": "Professional and friendly, with a focus on establishing a peer-to-peer connection in the AI industry",
  "call_to_action": "Schedule a 30-minute demo call next Tuesday or Wednesday afternoon",
  "relevant_products_services": [
    "DataMind Pro (machine learning platform)",
    "AI model development and deployment solutions",
    "Cloud infrastructure integration services"
  ],
  "content_goal": "To generate interest in the DataMind Pro platform and secure a demo call with the prospect",
  "follow_up_suggestions": [
    "Send a follow-up email with a case study relevant to the AI sector",
    "Share a white paper on AI model optimization techniques",
    "Connect on LinkedIn and engage with the prospect's content",
    "Offer a free trial of DataMind Pro if no response to the demo request"
  ],
  "personalisation_score": "85"