Filed under AI Visibility
Published 9 May 2026
Reading time 5 min read

Your Buyers Are Asking AI About Freight Software. Are You In The Answer?

A growing share of logistics buyers now open an AI assistant before a search engine. They ask which providers handle Nordic customs, or which platforms integrate with a given ERP, and they act on the answer they get back.

This is a different problem from ranking. An AI assistant does not show ten links to choose between. It produces one answer, citing a handful of sources. You are either in that answer or invisible.

Why traditional SEO is not enough

Classic optimization targets a ranked list of pages. Generative engines synthesize a response from sources they consider citable, which favours pages that state facts plainly, define entities clearly, and can be quoted as a standalone passage. A page that ranks well can still be skipped if its claims are buried in marketing language.

What actually gets cited

In practice, three things matter. Clear factual statements the model can lift without ambiguity. Explicit entity relationships, saying plainly what you do, where, and for whom. And consistent information across the wider web, so the model sees the same facts corroborated in more than one place.

Measuring something you cannot see in analytics

An AI citation often produces no referral traffic. The buyer reads the answer and later arrives directly, or in a sales call. Understanding your position requires tracking how assistants describe your category and whether your brand appears, which is the problem Raechal AI in our portfolio was built to solve, auditing sites and monitoring how ChatGPT, Gemini, and Perplexity cite a brand over time.

A reasonable starting point

Write the pages a buyer would need to shortlist you: what you implement, which regions you cover, which systems you integrate with, stated directly. Keep those facts consistent everywhere they appear. That work helps conventional search too, which makes it an easy call regardless of how quickly AI search adoption continues.

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