Evidence · first-party tested

Retains the same top-3 customer context across two follow-ups, correctly carrying the 'top 3' set from the main query into both the unpaid-order check and the payment-method breakdown.

✓ Worked🧾 artifact-verifiedDraxlr
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

Retains the same top-3 customer context across two follow-ups, correctly carrying the 'top 3' set from the main query into both the unpaid-order check and the payment-method breakdown.

Criterion: Follow-Up Context · Scenario: Best customers with unpaid-order and payment-method follow-ups (group: live-database-business-questions)
Query this
get_evidence({
  tool: "draxlr",
  scenario: "live-database-business-questions"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com