When AI Can't See Your Expertise

How buyers discover a firm’s expertise

Professional services firms have deep expertise and strong reputations, but they're at a turning point in how that value is communicated and discovered.

I've been looking closely at how firms appear in AI-driven search, particularly in the legal sector, and a consistent pattern is emerging.

The issue isn't a lack of expertise. It's how that expertise is structured and surfaced.

Many firms have strong websites from a brand and credibility perspective. They communicate their capabilities well and offer substantial thought leadership and other useful content.

But when you look at those same websites through the lens of AI-driven discovery, the picture can be very different:

• Key concepts aren't always clearly defined.

• Content isn't structured to answer the specific questions prospective clients are asking.

• Valuable insights can be difficult for AI tools to identify, interpret, and reuse.

The Discovery Process Is Changing

This matters because the way people research professional services firms is changing.

Prospective clients are increasingly starting with questions, often using AI tools like ChatGPT and Claude, rather than beginning their research with traditional search or going directly to firm websites.

AI tools also don't interpret websites the same way people do. Clear, well-structured, answerable content makes it easier for AI tools to identify and surface what a firm knows, what it does, and where its expertise is relevant.

If that structure isn't in place, even deep expertise can be difficult to surface during early-stage discovery.

Making Expertise Easier to Find

What's particularly interesting is that this isn't simply a website or technology problem. It's a marketing and communications challenge: How do you make an organization's expertise more visible and easier to understand without oversimplifying what makes that expertise valuable?

I've seen this pattern most recently in legal services, but it isn't unique to law firms. The same challenge applies across B2B professional services.

As AI becomes a larger part of how prospective clients research firms and evaluate expertise, valuable content alone won't be enough.

The expertise needs to be discoverable, understandable, and useful at the moment someone is looking for it.

Let’s start a conversation

Whether you’re launching a new service, repositioning your firm, strengthening thought leadership, or exploring fractional marketing leadership, I’d welcome the opportunity to learn more about your goals.

Scott Sutton advises expertise-led organizations on marketing strategy, thought leadership, and market visibility.