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.

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.


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.
Free with attribution.
Same input, other tools
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com