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Agent commerce

The B2B dropout map: where AI agents quit your buying flow

In B2B, agents rarely fail at discovery. They fail in the messy middle — gated pricing, approval routing, PO requirements. Here's the map of where they walk away.

11 Jun 2026 · 4 min read

B2B is where agentic commerce gets genuinely hard. Often the agent already knows the supplier — it's executing a purchase within an existing relationship and approved-vendor list. The job isn't discovery; it's completing the order under real-world rules. And that's precisely where most B2B sites fall over.

Agent arrives Order placed Contract pricing catalog price ≠ your price Approval routing needs sign-off? Gated catalog login wall PO & terms no PO number Four silent exits — none of them are discovery.
Four places a B2B agent silently exits — and not one of them is a discovery problem.

The four silent exits

Contract pricing. The catalogue shows list price, but this buyer has negotiated terms. The agent can't see the real price, so it can't confirm budget — and stalls. Approval routing. The order may need sign-off above a threshold; if the site can't express that, the agent doesn't know whether it's allowed to proceed. Gated catalogue. Pricing and availability sit behind a login the agent can't pass. PO and terms. The checkout demands a PO number or payment terms the agent has no way to supply.

You can be perfectly visible — top of every AI answer — and still completely un-buyable in B2B. Visibility and transactability are different problems, and B2B punishes the gap hardest.

Why this is the opening, not the obstacle

No platform auto-solves this. A gated, contract-priced, approval-routed B2B flow is bespoke by definition — there's no one-click toggle that makes it agent-completable. That's why B2B is the cleaner moat: the work is real, the rules are specific, and the only way to know where an agent drops is to send one through and watch. Map the exits, close them, and keep them closed as your contracts and catalogue change.

Sources: Mirakl, OroCommerce, IBM (2026).

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