Find Government Contracts with AI

$700 Billion a Year, and Most Small Businesses Have No Idea

The United States federal government is the largest buyer of goods and services on Earth. Every year, agencies spend over $700 billion on contracts — everything from cybersecurity consulting to office supplies, from software development to janitorial services. By law, a percentage of these contracts are set aside specifically for small businesses.

The problem is not a lack of opportunity. The problem is discovery. Government contracting opportunities are posted on SAM.gov (the System for Award Management), and the interface is overwhelming. Thousands of new opportunities are posted every week, each written in federal procurement language that reads like it was designed to discourage casual readers. Most small business owners try SAM.gov once, get confused, and never come back.

This is exactly the kind of problem AI solves well: scanning large volumes of structured data, filtering by relevance, and translating jargon into plain English.

How SAM.gov Works

SAM.gov is the single-source portal for federal contracting. Every opportunity, from a $5,000 micro-purchase to a $500 million defense contract, is posted here. Here is the structure:

• Contract Opportunities — Active solicitations that agencies are currently accepting bids for
• Entity Registrations — Your company's registration (required to bid on any federal contract)
• Exclusions — Companies barred from federal work
• Wage Determinations — Required wage rates for service contracts
• NAICS Codes — Industry classification codes used to categorize contracts (your NAICS code determines which contracts you are eligible for)

The Key Fields in Every Opportunity

Each contract listing on SAM.gov includes structured data that an AI scanner can parse:

1. NAICS Code: The industry code (e.g., 541511 = Custom Computer Programming Services)
2. Set-Aside Type: Whether the contract is restricted to small businesses, 8(a), HUBZone, SDVOSB, or WOSB
3. Place of Performance: Where the work happens (many contracts allow remote work)
4. Award Amount Range: Estimated dollar value of the contract
5. Response Deadline: When bids are due
6. Description/SOW: The Statement of Work explaining what the government needs

Why AI Scanning Changes Everything

Without AI, here is what scanning SAM.gov looks like: you log in, set some basic filters, scroll through hundreds of listings, click into each one, read dense procurement language, and try to figure out if your company is a fit. This takes 2-4 hours per week and you still miss opportunities.

With an AI scanner, the process becomes:

1. Define your profile once: Your company's capabilities, NAICS codes, certifications, past performance, and geographic preferences
2. AI scans continuously: Every new opportunity on SAM.gov is analyzed against your profile
3. Plain English summaries: Instead of reading a 40-page Statement of Work, you get a 3-paragraph summary: what they need, why you are a fit, and what the timeline looks like
4. Match scoring: Each opportunity gets a 0-100 match score based on your capabilities, past wins, and competitive positioning
5. Daily digest: A morning email with your top 5-10 matches, sorted by score

Contract Categories Worth Watching

Some categories have more small business opportunities than others. Here are the highest-volume categories with the best win rates for small businesses:

• IT Services (541512, 541519): The government spends over $100 billion/year on IT. Cloud migration, cybersecurity, software development, and help desk services are constantly in demand.
• Professional Services (541611, 541618): Management consulting, strategic planning, and program management. High margins, primarily labor-based.
• Facilities & Maintenance (561210, 561720): Building maintenance, janitorial, landscaping. Lower margins but steady work with multi-year contracts.
• Healthcare (621999, 621511): Medical staffing, telehealth, medical billing, and health IT. Growing rapidly post-pandemic.
• Construction (236220, 237310): Federal building renovation, infrastructure, and military construction. Often set aside for small businesses in specific regions.
• Training & Education (611430, 611710): Professional development, technical training, language services. Low barrier to entry.

Step-by-Step: Setting Up Your AI Scanner

Step 1: Register on SAM.gov

Before anything else, your business must be registered on SAM.gov. This is free but takes 2-4 weeks to process. You will need your company's EIN, DUNS number (now called UEI), and bank account information. Start this immediately — you cannot bid on contracts until your registration is active.

Step 2: Identify Your NAICS Codes

Select 3-5 primary NAICS codes that describe your business capabilities. Be specific but not too narrow. If you do web development, use both 541511 (Custom Computer Programming) and 541519 (Other Computer Related Services).

Step 3: Get Your Small Business Certifications

Certifications dramatically increase your chances of winning contracts because they open up set-aside opportunities that larger companies cannot bid on:

• Small Business (SB): Basic certification. Size standards vary by NAICS code.
• 8(a) Business Development: For socially and economically disadvantaged businesses. Nine-year program with sole-source contract access up to $4.5 million.
• HUBZone: For businesses in historically underutilized business zones. Price evaluation preference of 10%.
• SDVOSB: Service-Disabled Veteran-Owned Small Business. Access to sole-source contracts up to $5 million.
• WOSB: Women-Owned Small Business. Access to set-aside contracts in underrepresented industries.

Step 4: Build the Scanner

You have two options for the actual scanning infrastructure:

Option A: n8n + Claude API (recommended for most)

1. Create an n8n workflow that queries the SAM.gov API every 6 hours
2. Filter results by your NAICS codes and set-aside types
3. For each new opportunity, send the title and description to Claude API with a prompt: "Analyze this government contract opportunity against the following company profile. Score the match 0-100 and provide a 3-sentence summary."
4. Store results in a database and send a daily digest email with opportunities scoring 60+

Option B: Custom Python Script

1. Use the requests library to query SAM.gov's public API endpoint
2. Parse the JSON response and filter by your criteria
3. Use the Anthropic Python SDK to analyze each opportunity
4. Send results via email using SendGrid or store in a Google Sheet

Step 5: Respond to Opportunities

When the scanner surfaces a strong match (score 80+), here is the response process:

1. Read the full solicitation document (the scanner summary helps you prioritize which ones to read in full)
2. Check if you meet all mandatory requirements (certifications, past performance, clearance levels)
3. Prepare your proposal — this is where AI helps again, generating first drafts of technical approaches and past performance narratives
4. Submit through SAM.gov before the deadline

Realistic Expectations

Government contracting is not a quick win. The sales cycle is long (3-12 months from bid to award), but the contracts are substantial and often multi-year. A small IT firm winning a single $500,000/year contract can transform their business overnight. The key is consistent scanning and bidding — most companies that succeed in federal contracting submit 10-20 proposals before their first win.

The AI scanner does not win contracts for you. It makes sure you never miss an opportunity you should have bid on. In government contracting, showing up is half the battle.