AI VISIBILITY BY CATEGORY

Every software category gets asked about differently.

A CRM buyer asking ChatGPT mentions team size. An HR buyer mentions their country. A product team might not ask for a tool at all.

Pick your category to see what buyers ask, and where products fall off the shortlist.

CRM software

Small sales teams ask for a CRM by team size and budget. Here’s where challengers get named, and where they drop out.

Every tool gets a one-line label in the answer. The label decides who gets a trial, so it’s worth knowing what yours says.

Help desk buyers are usually leaving something. The “cheaper alternatives to” question is where challengers win or lose.

HR answers change with company size and country. Focused products can win here, if their pages say who they’re for.

Hundreds of “best email tool” lists recycle the same dozen names. Breaking in means owning a specific kind of sender.

Buyers often ask how to organize feedback before they ask for a tool. That first question decides a lot.

Accounting answers turn on country, tax rules and what the buyer’s accountant already uses.

Hiring volume decides the answer. A startup hiring five people and a scale-up hiring fifty get different shortlists.

“Knowledge base” means two different products. Answers pick one reading, and your pages decide whether it’s yours.

Small teams are often told they don’t need a CS platform yet. The question is where the answer draws that line.

Buyers compare you with the sequences already in their CRM. The answer needs a reason to name a separate tool.

A crowded, cheap category. The detail in the question, like round-robin or Outlook, decides who gets named.

START WITH THE EVIDENCE

Compare competitors, inspect the answers and turn an evidence-backed finding into a draft you can use.