12 AI prompts changing how government contractors research
In just the past year, govcon tools have changed a lot. Research that used to take hours of digging, like finding opportunities, understanding buyers, and sizing up competitors, can now start with a single question to AI.
But not every AI setup works the same way. And when the stakes are capture decisions, pipeline planning, and proposal investments, “probably right” isn’t good enough.
This guide walks through your options, then shares 12 easy prompts you can run right now with GovTribe MCP.
Jump to a section
01 / Your options
Three ways to research with AI
Can’t you just ask Claude or ChatGPT? You can. The difference comes down to how much you have to teach your tool before it can help, and whether it can work with real govcon data.
General AI
Start with an explanation
A general AI tool doesn’t know your market. You’ll need to explain the work, then supply the opportunity details and market context yourself.
How: Paste in everything it needs to know, and check its answers against the original records.
GovTribe AI
Start with the work
Already knows how govcon works and has GovTribe’s data, plus exclusive insights from GovExec’s journalists.
How: Open GovTribe AI in GovTribe and ask your question.
GovTribe MCP
Start where you already work
Brings GovTribe’s live data into ChatGPT, Claude, Microsoft 365 Copilot, or any AI tool that supports MCP.
How: Find GovTribe in your AI tool’s app or connector directory, then sign in.
Get even better answers. Whichever GovTribe option you choose, you can also connect approved company files, like capability statements and past performance. Then AI can weigh the market against what your team actually does.
Long story short: GovTribe AI and GovTribe MCP both let you skip explaining the basics, so you can spend less time setting up and more time moving pursuits forward.
02 / Prompts
12 prompts to try with GovTribe MCP
These prompts are built to work with GovTribe MCP. Each one tells you what it’s good for and what information to have ready.
Get set up
Log in and add credits in your settings, or start a free trial to get 2,000 free credits. Then connect GovTribe MCP to your AI tool. Once it’s connected:
1
Choose a prompt below.
2
Paste it into your AI tool with GovTribe MCP turned on.
3
Answer any follow-up questions.
4
Review the results, and refine if needed.
Claude tip
If GovTribe is already connected in Claude, you don’t need to copy prompts. Open the + menu → Connectors → GovTribe → Add from GovTribe, then pick the prompt you want.
Opportunity discovery · Prompts 1–3
Find the right work, sooner
Surface open opportunities that fit, spot demand early, and catch recompetes before they hit the market.
1
Relevant opportunities
Find open opportunities that match a company, capability, or product. The prompt surfaces contracts that fit your work, the agencies you care about, and realistic requirements.
Use it for
Pipeline building BD research Turning capabilities into pursuits
You’ll need: A target profile
2
Early procurement signals
See demand before it becomes a full solicitation. This prompt combines forecasts, early notices, active solicitations, and government news to spot signs of upcoming work.
Use it for
Early pipeline development Market monitoring Emerging demand
You’ll need: A target scope
3
Federal recompete opportunities
Identify contracts likely to come back to market soon. The prompt focuses on expiring work that actually fits your market.
Use it for
Recompete hunting Account planning Pipeline development
You’ll need: A capability area or market
Competitive intelligence · Prompts 4–6
Know who you’re up against
Research vendors, predict likely bidders, and pin down the incumbent.
4
Vendor deep dives
Get a grounded briefing on a vendor’s government activity, covering federal contracts, IDVs, grants, state and local awards, and relevant news.
Use it for
Competitive research Partner diligence Market positioning
You’ll need: A vendor name
5
Likely bidders
Estimate who is most likely to bid on a specific opportunity. The prompt analyzes similar awards, vendor history, and related work to build a realistic competitor list.
Use it for
Capture planning Competitive landscape Bid strategy
You’ll need: An opportunity
6
Federal opportunity incumbents
Find out who most likely holds the current work. The prompt looks for direct evidence first, then runs a focused incumbent analysis if needed.
Use it for
Capture qualification Competitive positioning Incumbent identification
You’ll need: An opportunity
Capture · Prompts 7–9
Build a stronger capture plan
Map how a buyer buys, where you fit, and whether your past performance backs you up.
7
Federal buyer expansion plans
Build a strategy for growing your work with a specific federal buyer. The prompt maps what the office buys, how it buys, and where your company may fit.
Use it for
Account planning Buyer expansion Capture targeting
You’ll need: Your company and a federal buyer office
8
Federal buyer pattern analyses
Understand how a federal buyer actually buys a category of work. The prompt analyzes awards, vehicles, set-aside patterns, and repeat winners.
Use it for
Market qualification Set-aside validation Capture positioning
You’ll need: A buyer office or buying lane
9
Past performance match
See whether a company’s past performance supports a target opportunity. The prompt compares the requirement with actual awards and highlights strengths and gaps.
Use it for
Bid qualification Partner evaluation Proposal planning
You’ll need: A company and an opportunity
Contract intelligence · Prompts 10–12
Get the full story on any contract
Brief your team on an opportunity or award, and keep an eye on certification changes.
10
Federal opportunity deep dives
Get a grounded briefing on a specific federal opportunity. The prompt summarizes key facts, attachments, and linked context.
Use it for
Capture reviews Internal briefings Opportunity analysis
You’ll need: An opportunity
11
Federal award deep dives
Investigate the full story behind a federal award. The prompt pulls together contract details, originating notices, and lifecycle information.
Use it for
Competitive analysis Recompete research Contract intelligence
You’ll need: A contract award
12
SBA certification graduation dashboards
Track vendors approaching certification graduation. The prompt builds a dashboard of awards and IDVs tied to certification status.
Use it for
8(a) monitoring HUBZone analysis JV strategy
You’ll need: A certification type
Questions?
Chat with our AI user guide for quick answers, or explore more guides to get the most out of GovTribe.
Chatting with our AI user guide is free and does not use any credits.