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SamSearch AI is your intelligent assistant for understanding contracts, analyzing documents, and refining proposals. Use these categorized prompts to get the most out of your AI interactions.
Important: You can only chat with opportunities that have attachments or documents. The AI needs content to analyze and provide meaningful responses. If an opportunity has no attachments, the chat feature will not be available.

How to Use Chat

1

Find an Opportunity

Look for opportunities that have attachments or documents. These are marked with a chat icon.
2

Check Chat Availability

If you see the chat icon, the AI can help you. If not, the opportunity has no attachments to analyze.
3

Start Your Conversation

Click the chat icon to open the AI assistant. The AI automatically understands your context.
4

Ask Your Questions

Use our prompt library below or ask your own questions. Be specific for best results.
5

Get Expert Insights

Receive instant answers about contracts, requirements, and opportunities.

What You Can Ask About

Contract Analysis

  • Requirements and scope
  • Technical specifications
  • Timeline and deadlines
  • Evaluation criteria

Opportunity Assessment

  • Bid/no-bid decisions
  • Risk analysis
  • Competitive positioning
  • Market insights

Proposal Development

  • Content creation
  • Writing assistance
  • Structure and formatting
  • Compliance checking

Document Analysis

  • Information extraction
  • Key point summaries
  • Requirement identification
  • Document comparison

Comprehensive Prompt Library

Contract Analysis & Understanding

Opportunity Assessment

Proposal Development

Document Analysis

Strategic Planning

AI-Assisted Writing

Technical Assistance

Performance & Past Experience

Proposal Strategy

Chat Modes & Contexts

Opportunity Mode

Use when viewing contracts to understand requirements and assess fit. The AI analyzes the opportunity context.

Proposal Mode

Use when working on proposals to refine content and improve quality. The AI helps with writing and structure.

Document Mode

Use when analyzing attachments to extract key information. The AI summarizes and explains documents.

Tips for Effective AI Interactions

Be Specific

Don’t: “Tell me about this contract”Do: “What are the technical requirements for the cybersecurity services?”

Provide Context

Don’t: “Is this a good opportunity?”Do: “Given that my company specializes in cloud security and has 5 years of experience, is this a good opportunity for us?”

Use Follow-up Questions

  • Ask for examples or specific details
  • Request clarification on complex points
  • Build on previous AI responses

Validate Information

  • Cross-reference AI responses with source documents
  • Use AI as a starting point, not the final answer
  • Apply your professional judgment and experience

Example Chat Interactions

User: What are the key requirements for this cybersecurity contract?SamSearch AI: Based on the RFP, the key requirements include: 1) SOC 2 Type II certification, 2) 24/7 monitoring capabilities, 3) Incident response within 1 hour, 4) Staff with CISSP certifications, and 5) Experience with federal security standards.User: Given my company’s experience in cloud security but limited federal experience, should I bid?SamSearch AI: While your cloud security expertise is valuable, the federal experience requirement and SOC 2 certification might be challenging. Consider partnering with a federal contractor or pursuing smaller opportunities first to build federal credentials.
User: Help me improve this technical approach sectionSamSearch AI: Your technical approach is solid but could be enhanced by: 1) Adding specific methodologies (Agile, ITIL), 2) Including risk mitigation strategies, 3) Providing timeline with milestones, 4) Adding quality assurance processes, and 5) Including innovation elements.User: Can you help me write a stronger value proposition?SamSearch AI: Here’s a compelling value proposition: “Our proven cloud security framework, combined with 24/7 monitoring and rapid incident response, delivers 99.9% uptime while reducing security incidents by 40%. We’ve successfully protected over 500 organizations and maintain a 98% client satisfaction rate.”
User: Summarize the key points from this technical specification attachmentSamSearch AI: The technical specification outlines: 1) Required system architecture (cloud-native, microservices), 2) Performance requirements (99.9% uptime, less than 2 second response time), 3) Security standards (FISMA High, FedRAMP), 4) Integration requirements (APIs, SSO), and 5) Maintenance windows (Sundays 2-6 AM EST).
Always review AI responses carefully and verify information against original documents. AI is a helpful assistant but should not replace thorough review and professional judgment.

Getting the Most from SamSearch AI

Start with Clear Objectives

  • Know what you want to achieve from the conversation
  • Have specific questions ready
  • Be prepared to iterate and refine

Use the Right Mode

  • Choose the appropriate chat context for your needs
  • Switch between modes as needed
  • Leverage document context when available

Build on Responses

  • Use AI answers to generate deeper insights
  • Ask for clarification and examples
  • Request alternative approaches or solutions

Validate and Verify

  • Cross-reference AI responses with source documents
  • Use AI as a starting point, not the final answer
  • Apply your professional judgment and experience
SamSearch AI is your intelligent partner for government contracting success. Use these prompts strategically to gain deeper insights, improve your proposals, and make better decisions about opportunities!
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