Evidence · first-party tested

The tool adds useful follow-up interpretation by flagging Rahul Sharma's one unpaid order for $2,199 and connecting his payment-method pattern to the issue as likely an oversight rather than a broader pattern.

✓ Worked🧾 artifact-verifiedDefinite →
Input — the actual file we sent
Best customers with unpaid-order and payment-method follow-ups
Conversational multi-table customer analysis with two follow-ups. Tests ranking by both order frequency and spend, then retaining the same top-3 customer context across unpaid-order and payment-method questions.
Output — unretouched
tool output
Output — unretouched
tool output
The observation

The tool adds useful follow-up interpretation by flagging Rahul Sharma's one unpaid order for $2,199 and connecting his payment-method pattern to the issue as likely an oversight rather than a broader pattern.

Criterion: Business Insight · Scenario: Best customers with unpaid-order and payment-method follow-ups (group: live-database-business-questions)
Query this
get_evidence({
  tool: "definite",
  scenario: "live-database-business-questions"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, other tools
AskYourDatabase ✓ WorkedBasedash ✓ Worked
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com