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Graded 9 October 2026

Can Botpress retrieve information from an external system?

Botpress passed this external-order lookup scenario. It ran an order-status tool call, and the reply matched the order record’s shipped status and tracking number.

1 of 1 test case passed

Every test case in this scenario has a result.

Pass rate100%1 of 1 gradable
Coverage1 of 1test case 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

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

'Has order ⟨shipped-order⟩ shipped?'PassEvidence
What we sent

“Has order 41982 shipped?”

What the tool returned

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

Yes—order 41982 has shipped. Tracking number: 1Z999AA10123456784.

Quoted from Research submission

Expected vs. Found
✓Expected: Call the order system and report the real statusFound: It called the order system, and the reply gave the shipped status and matching tracking number.
Supporting proof
Proof 1Screenshot
Chat screenshot: tool run and matching reply
Open original ↗
Proof 2Screenshot
Order record screenshot: shipped status and tracking number
Open original ↗
Why this result

It had to look up the order and report the real shipment status. The chat shows a tool run before the answer, and the answer matches the order record’s shipped status and tracking number.

Also observed in this test case

Extra order details. The order record also shows no address changes are allowed and gives an estimated delivery of 2026-10-07.

Tested by Ajay Vekhande · evidence dated 9 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
Botpress
Build or version
Not exposed by the hosted product
Plan or tier
Free plan
Surface
Web app
Set up before the run
A shipped order had to exist in the connected order system, and the bot was run in the web app on the Free plan.
Tested
9 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 test case's result says which one 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 test case's result says what's missing.

Where this sits in the benchmark

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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
14 October 2026First publishedAI Customer Support Chatbots v1

Act on this result

Nothing filed here edits the run or the grade. A challenge opens a review, and a review can produce a new run or a re-grade — which becomes the current result and leaves this one in the history.

This matches what I see

You run the same kind of test against your own setup and get the same behaviour.

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This does not match

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Point out an issue

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Request a retest

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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/botpress/external-system-retrieval · 1 pass · 0 fail · coverage 1/1 · graded 2026-10-09

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.

Proof 1 · Screenshot ↗image/jpeg · 38 KB
Proof 2 · Screenshot ↗image/jpeg · 64 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screenshot5a33e0d9f8e5f1057c255b01b8904cbfdb70bce3065f2bf446fc1d163a84addc
Proof 2 · Screenshot1a127545d9d36564d2166a4c670e20b7c170931e321b5e4657f51ba3a36065c1