The New Insurance Sales Funnel in the Age of AI Buyers
Insurance buyers no longer move linearly through the traditional sales funnel. AI is changing the process at its most fundamental level.
Larry Aaron
7/29/20262 min read
The New Insurance Sales Funnel in the Age of AI Buyers
Insurance buyers no longer move linearly through the traditional sales funnel. AI is changing the process at its most fundamental level. At the same time, how you measure performance and predict success has changed, too. The journey starts earlier. Your visibility into the steps a buyer takes is lower. Things move faster. More is out of your direct control.
While these changes are highly disruptive, they don’t have to be altogether negative. Adopting new processes and tracking a new funnel, you can set up your marketing to win.
The traditional funnel is no longer relevant
The old model assumed a human-led process. Yes, search engines and other tech had a role to play, but the process remained relationship-driven and linear, with carriers and brokers controlling access to information and driving decisions forward.
Old: Awareness → Consideration → Decision
You used to compete for the attention of a human, demonstrate how you are different and better, and have the chance to persuade them to buy.
A new funnel for the AI-driven algorithmic journey
In the new model, the process starts with AI discovery. Buyers may interact several times with an AI agent asking questions, refining their understanding of options, and circling back in a nonlinear process. By the time they contact you, they are already well informed of their options and likely have a pre-filtered shortlist.
New: Questioning → Discovery → Validation → Consideration
Let’s take a deep look at each step:
Questioning: It is absolutely vital that you know the questions potential customers are asking. You’ll need to tailor your content to delivering the right answers
Discovery: At this step, AI tools gather and synthesize options.
Validation: AI chooses the vendors for the shortlist based on relevance, credibility, and fit.
AI narrows vendors based on relevance, credibility, and fit.
Consideration: The human steps back into the process to confirm information, potentially further questions of the AI, and potentially engaging with you. Here is where traditional persuasion matters.
New metrics to add to the traditional ones
Your marketing model needs to transform to get you on the shortlist. Most companies have decades of experience appealing to and persuading humans. Where you need to up your game is making sure AI puts you on the shortlist. You need to compete for inclusion before you can compete for preference.
Metrics that track with the old sales funnel miss the new dynamic. They miss the most important part of the decision process. That’s why it is important to add new metrics to the traditional ones:
· Content engagement depth (time, pages, interactions)
· Return visit rate
· Customer review volume and sentiment
· Review volume and sentiment
· Conversion metrics
· Win rate
· Sales velocity
· AI citation rate (how often AI tools mention your brand)
· Inclusion rate in AI-generated shortlists how is this different from
· Share of voice in AI responses
· Content accessibility score (crawlable, structured, machine-readable)
· Branded vs non-branded AI mentions
· Topical authority score (depth of content in key areas)
· Competitive displacement rate (how often you replace competitors in AI outputs)
Losing control of the sales process, but gaining influence
The old days of controlling brand, controlling information, and controlling relationships with buyers are fading fast. Loss of control can be disorienting.
Yet realize there is opportunity in change. Instead of control, you have influence. Through visibility, authority, and trust in AI-driven insurance buying, you can win more business—especially if your competitors are still locked into old ways of marketing. The brands that win will be the ones that show up early, clearly, and credibly in both machine and human decision-making.
