DataSignal AI Weekly

Intent-Based Selling: Why the Best Insurance Agents Stopped Buying Form Fills

April 2026 | 8 min read

There are two types of insurance agents in Florida right now.

The first type buys form fills from lead vendors. Someone clicked an ad two weeks ago, filled out a quote request, and that form was sold to five to eight agents. By the time agent number five calls, the prospect has already talked to three people, gotten two quotes, and is annoyed. The conversation starts with resistance.

The second type calls people who just did something. Filed an LLC. Bought a house. Pulled a building permit. Got a contractor license. These people did not fill out a form. They did not click an ad. They filed paperwork with the state of Florida, and that paperwork is public record.

The first type is outbound selling. The second type is intent-based selling. And the gap between them is getting wider every month.

What Intent-Based Selling Actually Means

Intent-based selling is not a new concept. B2B sales teams have used intent data for years. Bombora, 6sense, and ZoomInfo all sell signals that tell you when a company is researching a product category. The idea is simple: reach out when someone is actively thinking about what you sell.

In insurance, intent signals are even more concrete. When someone files an LLC with the Florida Division of Corporations, they need general liability insurance before they sign a lease. That is not a guess. That is a legal requirement for most commercial landlords. When someone buys a home, they need homeowners insurance before the lender funds the mortgage. When a contractor gets licensed, they need workers comp before the first job.

These are not "maybe they're interested" signals. These are "they literally need this or they cannot operate" signals.

The Numbers Behind the Shift

This week alone, 26,678 new LLCs were filed with the Florida Division of Corporations. Each one represents a business owner who needs at minimum general liability insurance. Most also need workers compensation, commercial auto, and a business owner policy.

Across all of Florida's 67 counties, our system tracked over 191,000 active trigger events with verified contact information. These are not stale records from a purchased list. These are people who took a specific action within the last 30 days that creates an insurance need.

Compare that to a typical form fill lead. The prospect clicked an ad, possibly by accident. They may have been comparison shopping with no intent to actually switch. The form was sold to multiple agents simultaneously. And by the time you call, days or weeks have passed since the initial interest.

Why Speed Matters More Than Ever

InsideSales.com published a study that changed how B2B sales teams think about lead response time. They found that calling a lead within five minutes of the trigger event makes you 100 times more likely to connect than calling after 30 minutes. Not 10% more likely. Not twice as likely. One hundred times.

In insurance, this translates directly. The person who filed an LLC on Tuesday morning is thinking about office space, employees, equipment, and inventory. Insurance is on their mental checklist but it is not at the top. When you call on Tuesday afternoon and say "I saw you just registered your business with the state, congratulations, I work with new business owners in your county," you are catching them while the filing is still fresh in their mind. They are receptive because you are relevant.

Call the same person two weeks later with "Hi, are you interested in a business insurance quote?" and you sound like every other cold caller. The window closed.

The Anatomy of an Intent-Based Call

Here is a real example. A roofing contractor got licensed in Broward County last week. Three employees. No workers compensation on file. Lead score: 78 out of 100.

The call script that works:

Compare that to: "Hi, I'm calling from ABC Insurance, we offer competitive rates on commercial policies, would you like a quote?" That is not a conversation. That is an interruption. The prospect has no reason to stay on the line because you have given them no evidence that you know anything about their situation.

The Data Pipeline Behind It

The concept of intent-based selling in insurance is straightforward. The execution is where most agents get stuck. Where do you find the filings? How do you filter the relevant ones? How do you get phone numbers? How do you know what to say?

Every morning at 6 AM, our system connects to 75+ Florida government databases. Sunbiz publishes new LLC filings daily. County property appraisers publish home sales weekly. Building departments publish new permits. The Florida DBPR publishes license changes for contractors, real estate agents, and dozens of other professions. Courts publish probate filings, divorce filings, and eviction records.

Each record is parsed, normalized, deduplicated against 9.1 million existing records, scored on a 0-100 scale using 135 signal types, and enriched with contact information from voter registration files, healthcare license databases, and public directories. The result is an actionable lead with a name, phone number, trigger event, and a ready-to-use call script.

The intelligence report that accompanies each lead includes property records (do they own multiple properties?), other trigger signals (did they also file a building permit?), flood zone risk assessment, and estimated premium ranges so the agent knows the potential commission before picking up the phone.

What This Means for Your Business

The insurance industry is in the middle of a data revolution. Carriers are investing billions in AI and automation. Direct-to-consumer channels grew 23% last year. The agents who survive this shift are the ones who use data as a competitive advantage rather than competing on price alone.

Intent-based selling is not about replacing relationships. It is about starting better ones. When your first interaction with a prospect is relevant, specific, and timely, the relationship begins on a foundation of trust instead of suspicion. The prospect thinks "this person understands my situation" instead of "this person is trying to sell me something."

That is the difference between a 2% contact rate and a 20% contact rate. Same effort. Different starting point.