Chat with Documents & AI

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

Find an Opportunity

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

Check Chat Availability

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

Start Your Conversation

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

Ask Your Questions

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

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

Hide Scope & Requirements Questions

“What is the scope of work for this contract?”
“What are the technical requirements and specifications?”
“What deliverables are expected?”
“What are the performance standards and metrics?”
“What qualifications or certifications are required?”
“What is the estimated contract value or budget range?”

Show Timeline & Deadlines

“What are the key dates and milestones?”
“When is the response deadline?”
“What is the expected project duration?”
“Are there any interim deadlines or checkpoints?”
“What is the timeline for award notification?”

Show Evaluation & Selection

“What are the evaluation criteria for this contract?”
“How will proposals be scored or ranked?”
“What factors are most important in the selection process?”
“Are there any mandatory requirements or disqualifiers?”
“What is the selection process and timeline?”

Show Contract Details

“What type of contract is this (fixed-price, cost-plus, etc.)?”
“What are the payment terms and schedule?”
“Are there any special terms or conditions?”
“What insurance or bonding requirements exist?”
“Are there any set-aside requirements or preferences?”

Opportunity Assessment

Show Bid/No-Bid Analysis

“Should I bid on this opportunity? Why or why not?”
“What are the risks and challenges of this contract?”
“What are my competitive advantages for this opportunity?”
“What resources would I need to successfully complete this work?”
“What is the likelihood of winning this contract?”

Show Market Analysis

“Who are the likely competitors for this contract?”
“What is the typical pricing for similar work?”
“What are the current market trends in this area?”
“Are there any industry-specific requirements or standards?”

Show Capability Match

“Do my capabilities align with the requirements?”
“What gaps exist between my capabilities and the requirements?”
“What additional resources or partnerships might I need?”
“How does this opportunity fit with my business strategy?”

Proposal Development

Show Content Creation

“Help me write an executive summary for this proposal”
“What should I include in my technical approach section?”
“How can I structure my past performance examples?”
“What key differentiators should I emphasize?”
“Help me write compelling win themes”

Show Proposal Refinement

“How can I improve the clarity of this section?”
“What additional details should I include?”
“How can I make this more compelling to evaluators?”
“What questions might evaluators have about this content?”
“Help me strengthen the value proposition”

Show Compliance & Formatting

“Does this content meet the RFP requirements?”
“What mandatory sections am I missing?”
“How should I format this according to the instructions?”
“What page limits or formatting requirements apply?”
“Am I addressing all evaluation factors?”

Document Analysis

Show Document Understanding

“Summarize the key points of this document”
“What are the main requirements in this attachment?”
“Extract the timeline and deadlines from this document”
“What are the technical specifications mentioned?”
“Identify any special terms or conditions”

Show Information Extraction

“What contact information is provided?”
“What are the submission requirements?”
“What forms or certifications are needed?”
“What are the evaluation criteria?”
“What are the contract terms and conditions?”

Show Document Comparison

“How does this document relate to the main RFP?”
“What are the differences between these two documents?”
“Are there any contradictions between documents?”
“What additional context does this provide?”

Strategic Planning

Show Win Strategy

“What is my best approach to winning this contract?”
“How should I position my company for this opportunity?”
“What partnerships might strengthen my bid?”
“What pricing strategy should I consider?”
“How can I differentiate from competitors?”

Show Resource Planning

“What team members do I need for this project?”
“What equipment or facilities will I need?”
“What subcontractors or partners should I consider?”
“What is the estimated project timeline?”
“What are the key risks and mitigation strategies?”

Show Business Development

“How does this opportunity fit my growth strategy?”
“What other opportunities might this lead to?”
“How can I leverage this for future business?”
“What relationships should I build from this?”

AI-Assisted Writing

Show Content Generation

“Write a professional response to this requirement”
“Help me describe my company’s capabilities”
“Draft a project management approach”
“Create a quality assurance plan”
“Write a risk management section”

Show Content Improvement

“Make this more compelling and persuasive”
“Improve the technical accuracy of this content”
“Enhance the readability of this section”
“Add more specific details and examples”
“Strengthen the value proposition”

Show Formatting & Structure

“Help me organize this content logically”
“What headings should I use for this section?”
“How should I structure this response?”
“What bullet points or lists would work best?”
“How can I make this more scannable?”

Technical Assistance

Show Technical Questions

“What does this technical requirement mean?”
“How should I approach this technical challenge?”
“What standards or regulations apply to this work?”
“What are the industry best practices for this?”
“How can I demonstrate technical competence?”

Show Solution Development

“What solutions exist for this requirement?”
“How can I innovate in this area?”
“What technologies should I consider?”
“How can I optimize the approach?”
“What alternatives should I present?”

Performance & Past Experience

Show Capability Statements

“How should I describe my relevant experience?”
“What metrics should I include to demonstrate success?”
“How can I quantify my past performance?”
“What examples best showcase my capabilities?”
“How should I present my team’s qualifications?”

Show Project Examples

“Which of my past projects best relates to this?”
“How should I describe the scope of my past work?”
“What outcomes and results should I emphasize?”
“How can I demonstrate scalability and growth?”

Proposal Strategy

Show Competitive Analysis

“How can I differentiate from competitors?”
“What are my unique value propositions?”
“How should I position against larger companies?”
“What advantages do I have over competitors?”
“How can I address potential weaknesses?”

Show Pricing Strategy

“What pricing approach should I take?”
“How should I justify my pricing?”
“What cost elements should I include?”
“How can I demonstrate value for money?”
“What pricing flexibility should I offer?”

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

Proposal Refinement Example

Document Analysis Example

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!

Get Started

CAPTURE

TOOLS

MANAGEMENT

ACCOUNT

Additional Features

Chat with Documents & AI

How to Use Chat

What You Can Ask About

Contract Analysis

Opportunity Assessment

Proposal Development

Document Analysis

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

Proposal Mode

Document Mode

Tips for Effective AI Interactions

Be Specific

Provide Context

Use Follow-up Questions

Validate Information

Example Chat Interactions

Getting the Most from SamSearch AI

Start with Clear Objectives

Use the Right Mode

Build on Responses

Validate and Verify

Get Started

CAPTURE

TOOLS

MANAGEMENT

ACCOUNT

Additional Features

​How to Use Chat

​What You Can Ask About

Contract Analysis

Opportunity Assessment

Proposal Development

Document Analysis

​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

Proposal Mode

Document Mode

​Tips for Effective AI Interactions

Be Specific

Provide Context

Use Follow-up Questions

Validate Information

​Example Chat Interactions

​Getting the Most from SamSearch AI

Start with Clear Objectives

Use the Right Mode

Build on Responses

Validate and Verify

How to Use Chat

What You Can Ask About

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

Tips for Effective AI Interactions

Example Chat Interactions

Getting the Most from SamSearch AI