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Graded 29 September 2026

Can Zendesk AI handle one message with multiple requests?

Zendesk AI answered both requests in one reply to a message that asked for order status and return policy. It said order 41982 had shipped with UPS, and it gave the 21-day standard return window, the 45-day Cedarline Plus window, and the resalable-condition/original-packaging guidance.

1 of 1 test case passed

Every test case in this scenario has a result.

Pass rate100%1 of 1 with a result
Coverage1 of 1test cases with a result
1PassDid everything it was expected to do.
0FailNo test case failed.
0Not gradableEvery result here could be graded.
0UntestedEvery test case in this scenario has a result.
The pass rate is a summary. The evidence is the test case below: what we sent, what we checked, what the tool returned, and the proof.

The test case

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Order status plus return policy in one messagePassEvidence
What we sent

“Where is my order 41982, and what is your return policy?”

What the tool returned

I understand you wish to check your order status and learn about our return policy. Your order 41982 has shipped with UPS. The tracking number is 1Z999AA10123456784, and the estimated delivery date is 2026- 09-22T10:01:06.252424Z. Our standard return window is 21 days from delivery, or 45 days for Cedarline Plus members. Items should be returned in resalable condition with original packaging where possible.

Transcribed from Proof 1 · Screenshot

Expected vs. Found
What this scenario evaluates

These are scenario-level criteria. Each test case's Expected and Found are listed separately.

  • Whether the message contains more than one distinct request.
  • Whether the response addresses each request separately and appropriately.
  • Whether no request is ignored, merged, or left unanswered when another request is also present.
How this scenario is judged →
✓Found: Both parts were answered in one reply: shipped order status plus the stated return policy.
Supporting proof
Proof 1Screenshot
Zendesk chat screenshot showing the customer asking about order 41982 and returns, and the agent replying with shipped status, tracking, a delivery estimate, and the return policy.
Open original ↗
Why this result

The reply answered the order status and the return policy in one message, matching what was checked. It said order 41982 had shipped and gave the 21-day and 45-day return terms plus condition requirements.

Also observed on this row

Raw timestamp estimate. The reply showed the delivery estimate as a raw ISO-8601 timestamp with microseconds, and the date shown was earlier than the run time.

No Sources chip. No Sources chip appeared on the reply, so the knowledge-base grounding of the policy answer was not visible in frame.

Tested by Ajay Vekhande · evidence dated 23 September 2026

Configuration and setup

How this tool was set up for the run and what the test needed in place. Each row is a fact from the run's records; a fact the records do not hold is left out, not guessed.

Software that produced the output
Zendesk AI
Build or version
not exposed by the hosted service
Plan or tier
Suite – Professional (Free trial)
Model
not exposed by the hosted service
Surface
Web app
Set up before the run
The product had the shipped order and a knowledge-base return-policy article available.
Tested
23 September 2026 · Ajay Vekhande

How this scenario is graded

How we decide Pass, Fail and Not gradable. The same rules apply to every tool tested on this scenario.

How results are decided

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The rules
  • Pass: the tool did everything the test expected, and nothing it said contradicts the correct answer.
  • Fail: at least one expected behaviour clearly didn't happen; the row says which and quotes the tool.
  • Not gradable: our evidence couldn't settle the outcome (for example a record we needed is missing). It is never counted as a fail, and the row says what's missing.

Where this sits in the benchmark

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History of this result

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from the publication record
5 October 2026First publishedAI Customer Support Chatbots v1

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This matches what I see

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Cite this result
aidemos.com/benchmarks/ai-customer-support-chatbots/results/zendesk/one-message-contains-multiple-requests · 1 pass · 0 fail · coverage 1/1 · graded 2026-09-29

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Verify the proof files

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Proof 1 · Screenshot ↗image/png · 27 KB
File fingerprints (SHA-256)

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Proof 1 · Screenshot76b98a6e8d5ed742617e34e5f4dfa2082460ed940d416ea1e61a60731c11ef8b