The AI sales assistant, properly defined — and honestly shopped

I sell for a living, which gives me a specific relationship with this category: every tool in it promises to give me my selling hours back, and I hear the same promise from my own prospects' vendors when they show me what they bought. So here is the category sorted the way a working seller actually experiences it — three different products sharing one label — with the shopping questions I would ask, and do ask, of anyone's demo including ours.

#Three products, one label

Meeting assistants. Recording, transcription, summaries, CRM-logging of calls. Mature, genuinely useful, and adjacent to selling rather than in it — they remember the conversation so you can be present in it. In my experience shopping them — and being shopped to — this is the most crowded, most commoditized segment.

Pipeline copilots. The layer inside your CRM: scoring, next-best-action nudges, forecast summaries, drafted follow-up emails. This is where the big platforms live — the record's landscape runs from CRM-native AI to bolt-on prospecting tools — and where you will meet the most lift claims; treat per-vendor numbers as pitches until your own pilot reproduces them.

Acting assistants. The tier that touches the paperwork itself: reads the deal across systems, drafts the quotation on your templates, chases the overdue, holds every send for your approval. Different risk class — it writes toward your system of record — so it inherits the governance questions the other tiers never face.

#What the label hides: where your hours actually go

The category sells "more selling time," so shop it against where selling time actually leaks. Mine, honestly: assembling quotes across pricing and stock questions; the follow-up debt that accumulates every busy week; the "what's the status" archaeology before every call. Notice what that list is: paperwork around judgment, not judgment. A meeting bot saves note-taking; a copilot saves drafting; an acting assistant saves the assembly itself. Buy against your own leak list, not the demo's — and if your deals live in an ERP rather than a standalone CRM, weight the acting tier: the quote that needs stock and pricing context is exactly what a cross-module assistant assembles in one motion.

#The shopping questions, from someone who gets sold to daily

Where does the draft come from — my live data with sources, or the model's confident guess? Whose permissions — can it show a rep a margin the rep shouldn't see? What sends without a human — and can I set that to nothing on day one? What does it log — will a manager see who asked what, including what was refused? And the pilot question that ends most pitches: will it do this on our data, this week, with our templates? A vendor who hesitates on the last one is selling a deck. (Ours doesn't hesitate; that is what the demo is — and yes, I know how that sentence sounds coming from the sales lead. Test it.)

#Frequently asked questions