In the insurance claims industry, reputation has always mattered.

For decades, relationships and referrals drove everything. Adjusters called the engineers they trusted. Carriers relied on experts they had worked with before. Claims managers recommended investigators and consultants they knew would deliver.

But something fundamental is changing.

Increasingly, professionals across the claims industry are discovering experts, vendors, and service providers through AI-powered search tools rather than traditional search engines or referrals.

This shift is subtle right now—but it is accelerating.

The Claims Industry’s Information Problem

Consider the typical workflow when a complex claim lands on a desk.

A claims adjuster or claims manager may suddenly need:

• A forensic structural engineer
• An origin and cause investigator
• An accident reconstruction expert
• A fire protection engineer
• A construction consultant

Historically, the decision tree looked like this:

1. Check the preferred vendor list
2. Ask a colleague
3. Google the firm
4. Look at their website

But increasingly, professionals are doing something different.

They’re opening tools like ChatGPT, Copilot, or other AI assistants and asking questions like:

• “Who are the top forensic engineers for fire investigations?”
• “What companies do accident reconstruction for trucking claims?”
• “Who provides origin and cause investigations near me?”

Instead of scrolling through websites, AI systems summarize the answers.

And those answers determine who gets discovered.

Why This Matters for Claims Vendors

AI tools don’t just look at websites the way traditional search engines do.

They synthesize information from multiple sources including:

• Industry articles
• Professional profiles
• Structured website content
• Publications
• News coverage
• Technical resources
• Public company data

Large platforms—including LinkedIn—use sophisticated recommendation and ranking systems to determine what content professionals see and engage with. These systems rely on signals such as user behavior, content relevance, and professional network interactions. (arXiv)

In other words:

The companies that consistently publish useful information and demonstrate expertise are the ones AI is most likely to reference.

For firms operating in the claims space, that creates a major opportunity.

The Expertise Gap in the Claims Ecosystem

Here’s something interesting.

Many of the most technically qualified experts in insurance claims are also the least visible online.

For example:

• Senior forensic engineers with decades of experience often have minimal digital presence
• Highly respected origin and cause investigators rarely publish content
• Accident reconstructionists rely heavily on referral networks rather than visibility

Meanwhile, newer firms or marketing-savvy companies may appear more frequently in search and AI-generated responses simply because they publish more information online.

The result?

The digital signal does not always match the real-world expertise.

That gap is exactly what many firms in the insurance claims industry need to address.

Adjusters Are Information-Driven

Adjusters and claims professionals are trained to evaluate evidence and data.

When they research an expert or firm online, they typically look for signals such as:

• Case studies
• Publications
• Technical explanations
• Industry speaking engagements
• Professional credentials
• Peer recognition

Those signals help them assess credibility.

When AI tools summarize information, they rely on the same types of signals.

Companies that consistently publish valuable insights about:

• fire investigations
• structural failures
• accident reconstruction
• construction defects
• product failures

are far more likely to surface in AI-generated recommendations.

The Firms That Will Win the Next Decade

The firms that will dominate the next era of claims consulting will likely combine three things:

1. Deep technical expertise
2. Strong industry relationships
3. Digital discoverability

That third element is becoming critical.

Not because relationships don’t matter—they absolutely do.

But because new adjusters, new carriers, and new claims managers are increasingly discovering experts through digital channels first.

Once they find you, relationships follow.

The Takeaway for Claims Leaders

If you run a forensic engineering firm, investigation company, restoration company, or expert consulting practice in the insurance industry, ask yourself a simple question:

If a claims professional asked an AI system who the top experts in your field are… would your firm appear in the answer?

For many companies, the honest answer today is probably not.

But that can change.

Coming Next: How Insurance Claims Firms Can Optimize for AI Search

In my next post, I’m going to break down:

• Why traditional SEO is no longer enough
• How AI systems actually “learn” which companies to recommend
• What forensic engineering firms, investigators, and consultants should be doing right now
• The specific content strategies that help experts appear in AI-generated answers

Because the companies that understand this shift early will have a massive advantage in the claims industry over the next five years.

Stay tuned.