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What are Prompts in Kakiyo

This article explains what prompts are in Kakiyo and why they are essential for effective AI-driven LinkedIn conversations.

Ilan Asseo avatar
Written by Ilan Asseo
Updated over a month ago

Understanding Prompts

In Kakiyo, prompts are instructions that guide how the AI communicates with your prospects on LinkedIn. Think of prompts as the "script" or "playbook" that teaches the AI how to have effective conversations on your behalf.

The Structure of Prompts

Each prompt in Kakiyo consists of two primary sections:

1. Context

The Context section provides overall guidance for the entire conversation. This includes:

  • The AI's role in the conversation

  • Campaign objectives (booking meetings, sharing content, etc.)

  • Conversation style and tone preferences

  • Word count limitations

  • General instructions for handling prospect responses

  • Special cases handling (objections, frequently asked questions, etc.)

2. First Message

The First Message section specifically instructs the AI on how to craft the initial outreach message. This is critical because:

  • First impressions determine whether prospects will engage

  • Initial messages require a different approach than follow-up conversations

  • This message needs to be particularly compelling to stand out


Prompt Variables

Prompts can contain variables, which are placeholders that get replaced with specific content when the campaign runs:

Required Variables

Two variables are mandatory for all prompts:

  • {{productDescription}} - Information about your product or service

  • {{prospectDescription}} - Details about the prospect being contacted

Important: You don't need to fill in these required variables manually. The system automatically populates them with the appropriate information during campaign execution.

Optional Variables

The system provides several optional variables you can use in your prompts:

  • {{agentName}} - The name of the LinkedIn profile owner

  • {{prospectName}} - The name of the prospect being contacted

  • {{companyName}} - The company name of the prospect

Important: These variables are also filled automatically by the system. You can choose to use them or not in your prompt - they're entirely optional.

Custom Variables

You can create additional custom variables to make your prompts more flexible:

  • {{goal}} - Different campaign objectives

  • {{goalLink}} - Links to specific landing pages

  • {{fallback}} - Alternative offers for uninterested prospects

  • {{language}} - Language preferences for international campaigns

Important: Unlike required and optional variables, custom variables must be created by you and filled in manually when setting up your campaign. This gives you the flexibility to reuse prompt templates across different campaigns by changing only the specific values.


AI Models

When creating a prompt, you'll select which AI model powers your conversations. This choice affects both performance and credit consumption:

Recommended Models

  • GPT-4.1: Good balance between performance and credit usage

  • Claude 3.7 Sonnet: Strong conversational abilities with reasonable credit consumption

  • GPT-4o: Reliable performance with moderate credit usage

Other Available Models

  • Claude 3.5 Haiku

  • OpenAI o1

  • OpenAI o3-mini

  • GPT-4o mini

  • GPT-4.5

  • GPT-4.1 mini

  • GPT-4.1 nano

⚠️ Warning about GPT-4.5: This model consumes approximately 100-150 times more credits than other models. Use with caution as credits can be depleted extremely quickly.

Important Credit Considerations

  • Different models consume different amounts of credits per action

  • For most LinkedIn prospecting conversations, the recommended models provide excellent results without excessive credit consumption

  • Consider testing different models on similar prompts to find the best balance of performance and credit efficiency for your use case

Every AI action in Kakiyo (generating messages, testing prompts, etc.) consumes credits from your account based on the AI model used. For more information, see Understanding Credits in Kakiyo.


Benefits of Well-Crafted Prompts

  • Consistency: Ensure all prospect conversations follow your preferred approach

  • Personalization: Create natural-sounding messages tailored to each prospect

  • Optimization: Refine your messaging based on what generates the best responses

  • Scalability: Apply successful conversation strategies across multiple campaigns

Prompt Best Practices

  • Be specific about the conversation goal

  • Include clear instructions about tone and style

  • Set word count limitations for messages

  • Specify how to handle common objections

  • Provide guidance on when to suggest meetings

  • Include instructions for keeping conversations natural


Next Steps

Once you understand what prompts are, you can:

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