Market research is the task marketing teams defer most. The reason is simple: done properly it takes weeks, and done quickly it amounts to opening three competitor websites and closing them again.
Automated research opens a space between those two. But it is worth being precise about which space.
What it can say reliably
A research run is good at collecting what is collectable from public sources: That is what a research run in Reachype collects.
How competitors position themselves — in their own sentences, on their own sites
Published pricing and packaging structures
Which channels they appear on, and how often
Repeated message patterns in the category, and the gaps between them
Which phrases search demand clusters around
What all of those have in common: each rests on a source, and the source can be shown.
What it cannot say
Knowing the second list matters more:
A competitor's actual revenue, customer count or churn
The real discounting behind a published price list
Whether a campaign worked
Why customers buy — only customers can answer that
If a report states any of those with confidence, that sentence was invented.
A report without sources is not a report
One rule carries the whole difference: every claim has to rest on a link. A line with no source is a line the reader cannot verify — and a line that cannot be verified cannot be used to decide anything.
The output of research is not an answer. It is a starting point someone else can check.
How to use it
The best use is to read the report as an agenda rather than a conclusion. It shows you where the category has fallen into repetition; which gap you move into is still your call. That decision is human work, and it should stay that way. Turning what the report finds into a sustainable publishing rhythm is the subject of cadence beats volume.