Deliwell is a transport management platform. When ContentMonk started tracking the questions its buyers ask AI assistants, Deliwell was named in none of the answers. Thirty days later it appears in 15 percent of them. The engagement is ongoing.
Deliwell was absent from the answers its buyers were reading. A logistics manager comparing transport management systems asks an assistant first, and the answer that comes back names a handful of vendors.
Deliwell was not among them. Tracked across the questions its buyers actually ask, visibility was zero.
Transport management is a considered purchase with a long list of requirements, so buyers use assistants to narrow the field before they talk to anyone. Missing that stage does not cost a click. It costs a place in the evaluation.
The vendors being named were not necessarily the better products. They were the ones with content an assistant could read and quote, which makes it a solvable problem rather than a structural disadvantage.
The first month went on the queries and prompts sitting closest to a purchase, rather than the ones with the most volume.
That meant starting from the questions a logistics manager actually asks: which system handles a specific compliance requirement, what a particular integration involves, how one vendor compares with another at a given fleet size.
Those became a content plan built around answers. Each page states its answer plainly and early, which is what makes it usable to an assistant and faster to read for a human.
The pages went live quickly enough that the next round of tracked prompts could show whether they had moved anything, so the plan for month two was written from evidence.
Thirty days in, Deliwell is named in 15 percent of the tracked answers, up from none at the start.
In practical terms Deliwell now appears in roughly one in seven of the answers its buyers see, having appeared in none of them a month earlier.
The movement came from a small number of pages. Answer engines do not need a large library before they will cite a source. They need a source that answers the question better than whatever they are quoting now.
The engagement is still running, and the tracked prompt set stays fixed so the figure remains comparable month to month.
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