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
Contract Analysis Example
Contract Analysis Example
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.
Proposal Refinement Example
Proposal Refinement Example
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.”
Document Analysis Example
Document Analysis Example
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!