If you market a software product, you need to understand the requirements that affect a buyer’s shortlist and the information they encounter. Software buyers ask assistants to choose between named products, and the answers are assembled mostly from review sites, comparison articles and roundups rather than from vendor websites. That single fact should shape what you track and what you work on.
Track the questions buyers ask
Four types, and the last is the one most teams forget.
- Category questions. "What tools do X teams use for Y?" Widest audience, hardest to win.
- Comparison questions. "Is A or B better for Z?" Fewer askers, all close to deciding.
- Problem questions that never name a category, because your buyer may not know it exists.
- Brand questions. "Is [your product] any good?" and "[you] vs [competitor]". This is what a buyer sees at the point of decision, and it is where the fastest fixes are.
Brand questions are worth tracking first. An answer describing your pricing model, your integrations or your target customer inaccurately is a specific problem with a traceable source, and correcting it is usually one email.
Research the third-party pages cited in answers
An answer recommending your product will frequently cite a review site, a comparison article or a forum thread. So the material deciding how you are described sits on other people's pages, and improving your own site does not directly change it.
The practical consequence: read the cited sources for your category and comparison prompts, and treat that list as the work. For each page, check whether you appear on it, whether what it says is current, and whether it accepts updates.
An out-of-date review of a product you have substantially changed is the most common and most damaging finding in this sector.
Personas matter more than in most markets
Software recommendations are conditional on team size, technical capability and budget authority. The same category question asked as a fifty-person company and a five-person one returns different products, and both answers are correct.
If you sell across that range, track both. A single un-personalized prompt measures an average buyer who does not exist.
The pattern worth looking for is presence without persona context and absence with it. That usually means your material describes what the product does but not who it is for, which is a content problem with a specific fix.
The comparison page nobody wants to write
Comparison questions are answered from comparison content, and most of it is written by competitors or by review sites.
An honest page about where your product fits and where a named alternative fits better is read by people actively choosing. It is the type of material these answers draw on. It is uncomfortable to publish and it performs.
What else the campaign gives you
Which companies answers name in your category, which is frequently not your internal competitor list, since a competitor with a strong content operation appears regardless of market share.
Link gap against those competitors, prospect search by opportunity type for the podcasts and roundups your market reads, and the contact route each publication provides.
Limits worth knowing before you buy
Claude and Perplexity are not tracked, which matters if your buyers use them. There is no site audit. Nothing is written or published here. And no measurement attributes pipeline to answer presence, because the path from an answer to a signup is indirect or absent.
Before assigning the next content or publication task, connect it to a specific software-buying requirement.
See who answers name in your category, why the cited page is rarely yours, or how personas change the answer.