You're quoting in the dark.
And it's costing you.
Every day, agents quote businesses they don't fully understand.
Underwriters triage submissions with incomplete data.
MGAs scale programs on classifications that are wrong 40% of the time.
And the AI tools everyone's rushing to adopt?
They make it faster to be wrong.
ChatGPT doesn't know the difference between a general contractor and a roofing sub.
Claude can't tell you that the "consulting firm" you're quoting actually manufactures industrial solvents on the side.
The problem was never speed. The problem is visibility.
That's not an AI problem. That's an intelligence problem.
Four things drive every underwriting decision.
Most companies only have two.
Miss one, and you don't just underperform. You fail in a specific, predictable way.
Click or tap each circle to learn more
ACCESS
See into a business before you quote it. What they do. Who they serve. What they operate.
PROFIT
Right classification. Right pricing. Right coverage. It starts with knowing what you're looking at.
GROWTH
More quotes. Faster quotes. Better quotes. When research takes 45 minutes per submission, your pipeline has a ceiling.
CONTROL
Verified entities. Resolved data. Confidence that every signal points to the same actual business.
LINQURA
All four. Access. Profit. Growth. Control. Verified intelligence on 33 million businesses, delivered in seconds, inside the tools you already use.
Access
See into a business before you quote it. What they do. Who they serve. What they operate.
Profit
Right classification. Right pricing. Right coverage. It starts with knowing what you're looking at.
Growth
More quotes. Faster quotes. Better quotes. When research takes 45 minutes per submission, your pipeline has a ceiling.
Control
Verified entities. Resolved data. Confidence that every signal points to the same actual business.
The Failure States
Access + Profit, no Growth or Control
Stagnation. You're accurate but slow. Competitors are eating your lunch while you're still researching the appetizer.
Access + Growth, no Profit or Control
High combined ratio. You're writing fast and writing a lot. You're also writing garbage.
Profit + Control, no Access or Growth
Managed decline. Your book is clean. It's also shrinking. You're perfectly managing a business that's dying.
Growth + Control, no Access or Profit
Scaling blind. You're growing. You feel organized. You don't actually know what you're selling or whether you're pricing it right.
Linqura sits at the center.
Access. Profit. Growth. Control. All four.
Verified intelligence on 33 million businesses, delivered in seconds, inside the tools you already use.
That's what Linq MCP was built to deliver.
World-class risk intelligence.
Plugged directly into your workflow.
Linq MCP is direct access to the same verified business intelligence trusted by carriers and MGAs. Delivered inside Claude, ChatGPT, or any MCP-compatible platform.
You don't change your workflow. You supercharge it.
Ask your AI about a business. Get back real classifications, real exposures, real coverage recommendations, and real underwriting questions.
X-ray vision for commercial risk. Inside the tools your team is already using.
How It Works
See how easy it is to connect Linqura MCP to Claude, Cursor, or any MCP-compatible AI client.
Setup takes less than 10 minutes. No technical skills required.
33 million businesses. Every classification. Every exposure.
Inside your AI in minutes.
Know the Risk Before You Quote
Stop Googling your prospects. Linq MCP delivers 90% accurate business classification across NAICS, SIC, ISO GL, and WC codes. The industry average? Around 60%. Walk into every conversation knowing exactly what you're writing.
See What the Business Actually Does
Not what their website says. Not what someone scribbled on the app three years ago. Linq MCP surfaces the actual products, services, and operations a business runs today. The difference between a clean quote and a surprise at audit.
Spot Coverage Gaps Before Your Competitor Does
Coverage recommendations matched to what the business actually does, not what was assumed. Underinsurance flagged. Gaps identified. Cross-sell opportunities surfaced. This is how you write bigger policies and keep them at renewal.
Understand the Submission Before You Triage It
Your team sees hundreds of submissions. Linq MCP surfaces real products, services, and operations for any business in seconds. Stop relying on agent-submitted descriptions that are incomplete, outdated, or flat wrong.
Flag What Matters, Fast
OSHA violations. Commercial fleet exposure. Property hazards. Ownership structures. Linq MCP delivers the risk signals that tell you whether a submission is a fit or a fire drill. Before it hits the underwriter's desk.
Ask the Right Questions on the First Pass
AI-generated underwriting questions tailored to the specific business, the specific risk class, and the specific line. No more back-and-forth with agents for basic info you should have had from the start.
Risk Signals That Actually Drive Decisions
OSHA history. Fleet data. Property hazards. Ownership complexity. Linq MCP delivers the exposure signals your underwriting AI needs to triage, price, and select risk at the point of decision. Not downstream. Not in a batch report. Right now.
Underwriting Questions Built for the Specific Risk
Generic questionnaires miss what matters. Linq MCP generates underwriting questions tailored to the specific business, the specific class code, and the specific line. Your AI stops asking boilerplate and starts asking the questions your best underwriters would ask.
One Business. One Identity. Every Signal Verified.
Entity resolution across 33M+ U.S. businesses. Every classification, every exposure, every signal verified against the same actual entity. No more downstream errors because two locations with similar names got merged. No more pricing a risk that doesn't exist.
Building tools for insurance distribution? Linq MCP embeds into insurtechs and agent enablement platforms too. Contact us →
Live in under 10 minutes.
No, really.
Sign up.
Name. Email. That's it.
No procurement process. No demo request that turns into a three-month sales cycle.
Connect.
Paste your credentials into Claude, ChatGPT, or any MCP-compatible platform.
If you can copy and paste, you can do this.
See everything.
"Tell me about the risk profile for ABC Roofing in Dallas, Texas."
And watch your AI deliver the kind of intelligence that used to require a data team, an enterprise contract, and six figures.
The team behind the intelligence.
Linqura wasn't built by a team that Googled "insurance" last year.
26 years of Travelers underwriting systems.
AI research dating back to 1985.
A Chief Data Architect with 30+ years inside policy administration systems.
Four enterprise software companies built and scaled.
The people who understand exactly how commercial insurance data breaks, and exactly how to fix it.
Linqura is a member of NAIC and the American Insurtech Council.
Questions you're going to ask.
Answered before you ask them.
If you can copy and paste, you're qualified. Setup takes less than 10 minutes.
Any MCP-compatible platform. Claude, ChatGPT, Manus, and the list keeps growing.
Not even close. Agents, MGAs, carriers, insurtechs, wholesalers, program administrators. If you need verified commercial risk intelligence inside your AI, you're in the right place.
GL, workers' comp, commercial auto, inland marine, umbrella, and more. The intelligence maps to the business, not a single product line.
90% classification accuracy across 33M+ entities. The industry sits around 60%. That gap is the difference between underwriting a risk and underwriting a rumor.
Simple, transparent pricing. No enterprise contract. No minimums. Built to be accessible to a solo agent and scalable to a Top 25 carrier. Our Founding 100 members get exclusive early-adopter pricing.
See what your AI
has been missing.
Founding 100: $0 due today with promo code applied automatically.
Cancel anytime. No long-term contracts.