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Anthropic proved AI can negotiate — and win.

Anthropic has shared results from Project Deal — a one-week experiment in which Claude agents negotiated real buying and selling on behalf of 69 Anthropic employees inside a private Slack marketplace, closing 186 transactions worth over $4,000 in total.

The details:

• Each participant started with a $100 budget and a short intake interview with Claude to set their goals, preferred price range, and negotiation style — after which their assigned agent handled everything else autonomously.

• Opus agents consistently extracted more value: identical items sold for $3.64 more on average when handled by Opus versus Haiku, with one folding bike going for $65 under Opus and just $38 under Haiku.

• Despite getting lower prices, Haiku users rated their deals 4.06 out of 7 for fairness — nearly identical to Opus users' 4.05 — suggesting that people judge AI commerce more on the experience than the outcome.

• Nearly half the participants said they would pay for the service in a real setting, but Anthropic noted that the legal and policy infrastructure needed to support autonomous agent commerce simply does not exist yet.

Why it matters: Project Vend showed Claude could run a shop. Project Deal shows what happens when every buyer and seller has their own agent negotiating for them simultaneously. The most revealing finding is not the price gap — it is that fairness ratings barely moved even when users lost money. If people trust the process regardless of the result, AI commerce has a much shorter road to adoption than most people assume.

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