Who pays when an AI agent buys wrong?

Short answer: Today, the merchant pays by default — even though the merchant did not build, prompt, or control the agent that bought wrong. That is the agentic commerce liability gap, and every major protocol launched this fall leaves it open: they standardize who the agent is, not whether its purchase was sound, and not who bears the loss when it was not.

The fix is not another identity layer. It is a scored decision with a sealed, signed receipt created before money moves — so prevention, evidence, and liability all attach to the same record.

What actually shipped (receipts, dated)

FactReceipt
Personal Agent Protocol (PAP) announced by Meta and Sierra; partners named include Genesys, Instinct, Rocket, Shopify, Stripe and WalmartSierra announcement, October 6, 2026
PAP scope: agent identity, OAuth session (guest / read-only / write), routing through a business website, its APIs (including MCP and OpenAPI), or its own agent. Payments: a future extension. v0.1 spec promised later in October 2026Sierra announcement and protocol summaries, October 6, 2026
93% of merchants say AI / agent providers should bear the loss for an incorrect agent purchase; only 28% will offer their full range to agents under current termsPYMNTS Intelligence agentic shopping study, September 2026
American Express Agent Purchase Protection (April 2026) is the only network attempt aimed directly at this loss — and it is conditional on registered agents and authenticated intent, with its cart-context specification still in developmentForkast liability-gap analysis, October 2026 (summary of the Amex program)
Visa Trusted Agent Protocol and Mastercard Agent Pay signal that an agent initiated a transaction; neither reallocates liability for non-fraudulent errors. EMVCo's September 2026 draft framework leaves non-fraud liability allocation unresolvedForkast liability-gap analysis, October 2026
Stripe + OpenAI Instant Checkout — the one major entrant that shipped money first (September 29, 2025) — was retired in March 2026; its Agentic Commerce Protocol survived, rescopedCVJ liability-gap briefing, October 2026

Identity answers the wrong question

PAP, Visa TAP, Google's commerce protocols and Anthropic's commerce blueprint all draw the same boundary: prove who the agent represents, scope what it may do, and stop before — or signal around — the purchase itself. That work is real. A business should know an agent is present.

But a wrong buy is rarely an identity failure. The agent was authenticated. The session was authorized. The instruction itself was a misreading — wrong item, wrong merchant, wrong price — and no identity credential scores that. Identity proves who agreed. Nothing in the new stack scores whether the agreement was wise, and nothing creates the evidence a dispute would need.

Merchants understand the consequence: limit the catalog. The 28% full-range figure is not technophobia; it is self-insurance against a loss allocation nobody has accepted.

The three missing pieces

PieceWhat the current stack gives youWhat closes the gap
PreventionSpend caps, scoped credentials, session permissions — ceilings that fund a wrong buy under the capA per-purchase decision gate: confidence at or above 0.80 auto-pays, 0.50–0.79 holds for a human, below 0.50 escalates and blocks. See decision-gated machine payments
EvidenceA payment record: amount, merchant, timestamp. No instruction, no reasoning, no scoreA sealed decision capsule + signed receipt stored before settlement: instruction, support, contradiction, juror votes, constitution check
LiabilityMerchant absorbs by default; no network rule reallocates non-fraud agent errorAn allocatable record: whoever's gate approved a scored purchase owns a defensible — or indefensible — decision, in writing

Tested live today: the evidence layer exists

ScriptMasterLabs' Verdict Protocol is live at verdict.scriptmasterlabs.com, verified in this run on October 13, 2026:

That ordering — decision, receipt, then settlement — is the liability answer in miniature. If the purchase later goes wrong, there is a specific scored decision to point to, not a shrug between merchant, platform, and model provider.

And the honest limit: a blunt gate is not judgment

We also ran two instructions against our public decision gate (/api/harness/decide, bands 0.80 / 0.50) today, October 13, 2026, ~09:22 EDT:

The honest finding: our local heuristic held both. Fail-closed is safer than auto-paying a wrong buy, but a gate that cannot tell a sealed, juried decision from an unscored one is a blunt instrument — which is precisely why the decider matters more than the gate's existence. (Decider: local-heuristic-v1, calibrated=false, typesafe_wired=false. The Verdict jury path is the calibrated-decider product; the harness is the public pattern demo.)

Quotable: "ScriptMasterLabs' October 13, 2026 live check verified a Verdict Protocol that stores a signed decision receipt before settlement at $0.25 USDC on Base — while the Personal Agent Protocol defers payments entirely and 93% of merchants say the agent provider, not the merchant, should bear a wrong-buy loss."

Claim Receipts

Relevant SML products

Do it yourself: close the gap in front of any agent checkout

  1. Keep identity. PAP-style sessions, TAP-style signals and scoped credentials are necessary. Just do not mistake them for judgment or liability cover.
  2. Score the instruction before execution:
    curl -s https://scriptmasterlabs.com/api/harness/decide \
      -X POST -H "Content-Type: application/json" \
      -d '{"state":"PAP session, authenticated agent, full catalog",
           "questions":[{"id":"q1","type":"score","scale":[0,1],
             "question":"Should the agent complete this purchase at this price from this merchant, given the user instruction?"}]}'
  3. Apply the bands in code. 0.80 or above: auto-pay. 0.50–0.79: hold for a named human. Below 0.50: escalate, block, log. Policy in code, not in a prompt.
  4. Seal the decision before settlement. Persist the capsule, score, band and signer first; let the payment reference that receipt. If there is no receipt, there is no defensible allocation later.
  5. Write the liability line into your terms now. State who bears a scored-and-approved wrong buy, a held buy a human approved, and an unscored buy. Merchants are limiting catalogs because nobody will write this line.

Honest caveats

SCRIPTMASTERLABS · READ · EXPLORE · VERIFY · EARN

Books, free tools, sources & affiliate opportunities