How Claim.Supply became the AI-visible vendor in their space
From invisible to referenced by AI tools in under 90 days.
Claim.Supply operates in a niche that most people outside of insurance have never heard of — claims supply chain management. Their buyers are operations leads and procurement heads at large insurers. And those buyers had started asking ChatGPT and Perplexity questions before ever running a Google search.
The problem was straightforward: Claim.Supply didn’t exist in those answers.
Where we started
When we took over, the content on their site was technically accurate but structured entirely for human readers — not for the way AI systems parse, attribute, and reference information. There were no clear topical clusters, no structured definitions of what they did, and no presence on the external sources that LLMs treat as authoritative.
Their competitors weren’t doing this either. That was the opportunity.
What we built
We started with a full audit of the questions their buyers were actually asking AI tools. Not keyword research in the traditional sense, but prompt mapping — understanding the exact queries that surfaced vendor recommendations in their category.
From there, we restructured their content architecture around three things:
- Clear category ownership. Content that defined what claims supply chain management actually is, positioned around Claim.Supply’s specific angle.
- Citation-worthy depth. Guides, explainers, and comparison content that LLMs could pull from with confidence.
- External authority signals. Getting Claim.Supply referenced in industry publications, directories, and third-party content that AI systems treat as trustworthy sources.
What happened
Within 60 days, Claim.Supply started appearing in ChatGPT responses when buyers asked about vendors in their space. By 90 days, they were being cited by Perplexity in category-level queries.
Their founder, Luca, put it simply: “The buyers who now reach out already know who we are. The conversations start differently.”
The pipeline impact followed. Inbound quality went up. The conversations that came through had less education overhead because the AI had already done some of it.
The takeaway
LLM SEO isn’t about gaming a new algorithm. It’s about being genuinely authoritative in your space, structured in a way that AI systems can understand and trust. For Claim.Supply, that meant treating their content as infrastructure, not just marketing.
If your buyers are using AI tools to research vendors, and you’re not showing up in those answers, someone else is.