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Graded 8 October 2026

Can Freshdesk Freddy follow configured instructions in agent replies?

Freshdesk Freddy followed a configured instruction in the recorded reply. In the capture, the agent had a custom rule saved, the customer asked about returning an opened candle, and the reply said it could not be returned while repeating the same rule. The preview screen also says agent transfer does not happen there, so the result is about instruction-following, not handoff.

1 of 1 test case passed

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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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Configured behavioral instruction appliedPassEvidence
What we sent

“I already opened the candle I ordered — can I still return it?”

What the tool returned

The tool's reply is shown in the screenshot under Proof.

Expected vs. Found
✓Expected: The answer follows the configured instruction.Found: The reply says the opened candle cannot be returned and repeats the same rule.
Supporting proof
Proof 1Screen recording
The recording first shows the custom instruction in the agent editor, then the customer question and the reply in preview.
Key moments
Open original ↗
Why this result

The recording shows the custom instruction, the customer’s question, and the reply in one continuous capture. The reply says the opened candle cannot be returned and repeats the same rule, so the configured instruction shaped the answer.

Also observed on this row

Preview mode note. The preview screen says agent transfer will not happen there, so the recording cannot show a handoff.

Override not shown. The recording does not show the help article being overridden, so the unchanged answer is not visible.

Tested by Ajay Vekhande · evidence dated 4 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
Freshdesk Freddy
Build or version
Not exposed by the hosted product
Plan or tier
Free Enterprise trial
Surface
Web app
Set up before the run
The agent was set up with a custom instruction designed to change the answer, and the customer’s request had to concern something the product could answer about.
Custom instructions
Home decor items are not returnable if opened.
Tested
4 September 2026 · Ajay Vekhande

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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
8 October 2026First publishedAI Customer Support Chatbots v1

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Cite this result
aidemos.com/benchmarks/ai-customer-support-chatbots/results/freshdesk/configured-instruction-changes-agent-behavior · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-08

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Verify the proof files

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File fingerprints (SHA-256)

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Proof 1 · Screen recordingad4dfb63830d6220f1d78e9ebe9ee283d9e7567a245684587846d60863851275