What AI Is Telling Your Next Client About You

Here's a stat that should stop every agency owner in their tracks.

41% of consumers already use AI tools when researching insurance. 80% of them said it was helpful. And 94% of B2B buyers, the commercial clients your agency is trying to win, use large language models during their purchase journey.

Translation: almost half your next wave of prospects are asking ChatGPT, Perplexity, or Gemini about your agency before they ever land on your website.

The AI is giving them an answer right now.

Most agencies have no idea what it's saying.

For twenty years, the buyer's first move was Google.

Now it's an AI assistant. And AI assistants don't rank websites the way Google did. They synthesize. They name a shortlist. They cite third-party authority signals like industry publications, structured data, reviews, and author credentials.

If your agency shows up in those signals, you make the shortlist.

If you don't, you're not a slow second. You're invisible.

Data out this month from industry research shows AI platforms now reach roughly 900 million weekly active users. ChatGPT traffic converts at 15.9%, about five times the rate of typical organic search. The buyers who reach you through AI are already pre-qualified, pre-informed, and ready to move.

The buyers still coming through traditional search? They're the ones AI couldn't answer.

There are agency owners reading this who will treat that as theory. And there are agency owners reading this who will treat it as Monday's priority.

One group will own the next decade of new business. The other will wonder what happened.

New research this month confirms what a lot of agents have been feeling without being able to name. AI assistants have become the pre-sale research layer for insurance. 41% of consumers use them when shopping. News and industry publications make up 34% of all AI citations, which means authored content, third-party mentions, and clean structured data are what get your agency named in a shortlist.

Why it matters for your agency: The old SEO playbook is not enough. Independent agencies with entity clarity, authored content, and review depth are being cited. National carriers with generic brand pages often aren't. This is the rare moment where being specialized and local beats being big.

On the Dwarkesh podcast this past Wednesday, Nvidia CEO Jensen Huang said China has the data center capacity and infrastructure to train AI models at the same level as the top US labs. Days earlier, Stanford's 2026 AI Index put numbers behind it. The US and China are now essentially neck and neck on model performance, separated by razor-thin margins.

Why it matters for your agency: When two global superpowers are racing at full speed, the tools available to your agency get faster, cheaper, and more capable every single month. The cost of automation is dropping. The capability is climbing. The only variable left is whether you adopt or wait.

Tamarac, Florida based Prestige Trucking Insurance acquired Mulligan, a Y Combinator backed AI automation platform, and relaunched it as Insure Stack. The platform automates submission intake, quoting directly from carrier portals, policy comparison, proposal generation, and commission reconciliation across agency management systems like Applied Epic, AMS360, EZLynx, and Veruna. Prestige reports up to 90% of manual work automated.

Why it matters for your agency: A Florida brokerage decided that owning its AI was more valuable than owning a bigger office. That's a signal worth paying attention to. The agencies scaling through the rest of the decade will look more like software companies than service companies.

Cara, an AI platform built specifically for insurance brokerages, just closed $8 million in seed funding. The round was led by Kearny Jackson, with participation from Claire Hughes Johnson (former COO of Stripe), Sam Hodges (CEO of Vouch Insurance), and Colin Evans from OpenAI's startups and partnerships team.

What does the smart money see?

Cara's own data says AI agents can handle up to 70% of an insurance agent's daily workload. Processes that take 90 minutes manually take roughly 2 minutes on their platform.

That number deserves a second look.

70% of the work your team is doing every day is work that venture capitalists, the same people who backed Stripe, Figma, and Notion, believe can be automated right now. Not in 2028.

There's a certain type of agency owner who will act on this in the next 90 days. They'll widen their margins and ship more new business with the same headcount.

There's another type who will wait until their top competitor announces it. They'll spend the next three years trying to catch up.

The window is open now. It won't stay open forever.

Two AI platforms built specifically for insurance brokerages. Both launched in the last 12 months. Both are being circulated through the Big "I" and ACT circles. Both worth knowing.

Cara → Positioned as a 24/7 AI customer service rep for agencies. Strongest in servicing workflows like intelligent phone and email triage, COI generation, ACORD forms, coverage comparisons, voice AI, and integrations with AMS360 and other agency management systems. Seven figure ARR in seven months. Founded by former insurance agents who built and sold a digital brokerage first.

Insure Stack → Positioned as an end to end commercial insurance automation layer. Strongest in the full quote to bind pipeline including assembling submissions, generating quotes directly from carrier portals, policy comparison, branded proposals, and commission reconciliation. SOC 2 Type II compliant. Integrates with Applied Epic, AMS360, EZLynx, and Veruna. Backed by a Florida brokerage that actually operated the tech before acquiring it.

The short read:

→ Cara leans toward the servicing side. The daily inbox, the phone calls, the COI requests that eat your staff's hours. → Insure Stack leans toward the new business side. Submissions, quoting, proposals, and the work that happens before a policy is bound.

Neither is a complete replacement for a well built, custom AI stack designed around your specific workflows. Both are strong signals that agency AI is no longer a "someday" category. It's a priced, funded, in market one. This week.

If you're evaluating either, don't pick on features alone. Pick on where your agency is leaking the most hours. If your team drowns in service requests, look at Cara first. If your team drowns in quoting and proposal production, look at Insure Stack first.

And if you want a system built around your specific agency instead of a subscription your team has to bend around, that's what CloseMode AI builds.

Every week I publish the Signal because the agencies that win this decade will be the ones that read the field correctly and move early.

If that sounds like you, and you want to know what AI could actually automate inside your agency, book a free Agency AI Audit at closemodeai.com.

We'll map it together. No pressure, no pitch.

Just signal.

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Episode 7 · CloseMode AI: Weekly Signal - Weekly Newsletter for Independent Insurance Agency Owners. All Sauce. No Filler. Just Signal.