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Graded 29 October 2026

Can AskYourDatabase suggest what to ask next after an answer?

AskYourDatabase did not suggest a follow-up question after answering the query. The answer ended the thread with no suggestion chips or follow-up list, and the only suggestion-like setting is for new chat sessions.

1 of 1 test case failed

Every test case in this scenario has a result.

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

Suggested next questions after an answerFailEvidence
What we sent

“As of September 2, 2026, what was our total revenue last month?”

What the tool returned

As of September 2, 2026, our total revenue for last month (August 2026) was $14,455.87.

Transcribed from Proof 2 · Screenshot

Every message the tool sent, in order (3)
  1. Progress message

    I'll help you find the total revenue for last month (August 2026).

  2. Generated query · not part of the answer
    SELECT COALESCE(SUM(total_amount), 0) AS total_revenue FROM orders WHERE placed_at >= '2026-08-01' AND placed_at < '2026-09-01'
  3. Final response

    The final response, printed above.

Expected vs. Found
✗Expected: At least one follow-up question should be answerable from the database and flow from the analysis just done.Found: No follow-up question was offered. The answer ended the thread, and the only suggestion-like option is for new chats.
Supporting proof
Proof 1Screen recording
Dashboard walkthrough showing settings options and the chat thread
Key moments
Open original ↗
Proof 2Screenshot
Chat thread ending with the answer and no follow-up suggestions
Open original ↗
Why this result

The product had to offer at least one relevant follow-up question after the answer. The thread ended with no suggestion chips or follow-up list, and the only suggestion-like control is for new chat sessions, not replies.

Also observed in this test case

Scope detail. The $14,455.87 answer includes all 28 August orders, including 6 cancelled ones worth $5,608.42, and the answer does not say that.

SQL exposed. The product shows the generated SQL in the thread, which makes the revenue figure traceable from the product's own query.

Tested by Ayush Ghosh · evidence dated 7 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
AskYourDatabase
Build or version
Not exposed by the hosted product
Model
Claude-Sonnet-5
Surface
Web app
Set up before the run
The product needed a visible follow-up suggestion after the answer, and the answer had to concern a specific measure and period.
Thinking Mode
unticked
Database Type
PostgreSQL
Conversation starters
empty
Display Tool Calls
on
Tested
7 October 2026 · Ayush Ghosh

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
3 November 2026First publishedAI Database Agents 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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Point out an issue

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We have fixed this

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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-database-agents/results/askyourdatabase/follow-up-suggestions · 0 pass · 1 fail · coverage 1/1 · graded 2026-10-29

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 2 · Screenshot ↗image/png · 35 KB
File fingerprints (SHA-256)

A fingerprint identifies the exact file used for this result.

Proof 1 · Screen recording9bc53d50b71e14066e027ecd030195cf19c99b855351cfee125cdc03dff46cd7
Proof 2 · Screenshot289a89fdbfef7232302da49f8110b5d0dd9940e307938efef235ca6f572273c2