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Graded 8 October 2026

Can Zendesk AI let customers submit feedback?

Zendesk AI did not provide a way to submit feedback in the tested conversation surface. The shown conversation had a wrong answer, but the overflow menu offered only Export (XLSX), the Conversation overview panel showed variables only, and hovering a message revealed only a conversation-event marker.

1 of 1 test case failed

Every test case in this scenario has a result.

Pass rate0%0 of 1 with a result
Coverage1 of 1test cases with a result
0PassNo test case passed.
1FailMissed at least one thing it was expected to do; the reason and proof are on the row.
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

Each test case is judged on its own: Pass, Fail, Not gradable, or Untested. The scenario result above counts this row.

Submit a correction for one wrong answerFailEvidence
What we sent

No typed message was sent in this test: the product was given its input through its own upload and settings.

What the tool returned

Nothing came back from the product for this request, so there is no reply to show.

Expected vs. Found
✗Expected: The product accepts the feedback or correction.Found: It did not; the recording shows no way to submit feedback or a correction.
Supporting proof
Proof 1Screen recording
Screen recording of a conversation about order 41830, showing the overflow menu, the Conversation overview panel, and a hover marker; none offer feedback or correction.
Key moments
Open original ↗
Why this result

The conversation was checked for a correction action in the overflow menu, the Conversation overview panel, and on hover. None provided a way to submit feedback, so the product did not accept the correction.

Also observed on this row

Customer rating prompt. The AI chat asks the end customer to rate the experience at the end of the conversation. That is a customer satisfaction prompt, not a correction channel.

Tested by Ajay Vekhande · evidence dated 3 October 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 product
Plan or tier
Suite - Professional Free trial
Surface
Web app
Set up before the run
A conversation had to contain a wrong answer. One earlier wrong answer was then used to try submitting a correction through the product.
Tested
3 October 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

Each test case gets one result per tool: Pass, Fail or Not gradable. A test case we haven't run yet shows Untested. There are no partial results.

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

This page is one cell of a larger study: one tool, one scenario. Only this benchmark's frame appears here.

LevelNameScope
BenchmarkAI Customer Support Chatbots →26 scenarios · 13 tools
CapabilityFeedback and learning →
ScenarioFeedback can be submitted →
ToolZendesk AI →

History of this result

What has happened to this result since it was first published. Runs and grades are never overwritten: a retest or a re-grade publishes a new result and keeps the earlier one readable.

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

Act on this result

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This matches what I see

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This does not match

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Disagree →
Point out an issue

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We have fixed this

Tell us what changed and we schedule a rerun of the failing test case. The old result stays as history.

Vendor notice →
Filed against this evidenceNothing yet. Challenges, counter-evidence and fix notices appear here with their outcome, and stay on the page after they are resolved.
Cite this result
aidemos.com/benchmarks/ai-customer-support-chatbots/results/zendesk/feedback-can-be-submitted · 0 pass · 1 fail · coverage 1/1 · graded 2026-10-08

The same record is available as structured data through the AI Demos MCP server, with the counts, the coverage and every per-test-case reason carried as fields.

Verify the proof files

These files support this result. Open a file to inspect the original evidence.

File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screen recordingffd275d3bdb5d8d1aa01c5bea974ee0ab0d6989857701e80c3bf815ae7eeb22f