AI is typecasting your company.
When a buyer asks AI about your market, AI cuts most of your positioning and builds what's left into a label — a short description it reaches for every time you come up. The enterprise incumbent. The mid-market alternative. The compliance tool. The open-source option. And sometimes the label does nothing to distinguish you at all — just another vendor in the category.
That label shapes how the buyer understands you before your sales team ever gets in the room.
I studied what AI does with the positioning of 75 B2B companies across 15 industries. I compared the claims companies made against what buyers actually see. Nearly 80% of claims get cut, even when the buyer asks about you by name. The strongest predictor of how many claims come through is not size or coverage. It is how clear your positioning is.
When AI Typecasts Your Company
75 companies · 15 industries · ~250 buyer queries · 4 AI models
Read the study →I run this analysis for companies.
- Which parts of your story get through, which get dropped or softened, and which get reframed into something you did not intend
- The labels AI gives you, and how you are sorted against competitors
- What to do about it