Evidence · first-party tested
Presents the unpaid-order follow-up as a compact 3-row summary with explicit unpaid_order_count, unpaid_order_spend, and most_recent_unpaid_order fields.

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
Presents the unpaid-order follow-up as a compact 3-row summary with explicit unpaid_order_count, unpaid_order_spend, and most_recent_unpaid_order fields.
Criterion: Result Readability · Scenario: Best customers with unpaid-order and payment-method follow-ups (group: live-database-business-questions)
Query this
get_evidence({
tool: "querio",
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