Evidence · first-party tested

It carries the top-3 customer set across 2 follow-ups, preserving the same customer identities when drilling into payment status and payment-method usage.

Input — the actual file we sent
Best customers with top-3 unpaid orders and payment method follow-ups
A conversational multi-table customer analysis that ranks best customers by order volume and spend, then drills into unpaid orders and usual payment methods for the top 3, testing context retention across follow-ups.
Output — unretouched
tool output
Output — unretouched
tool output
Output — unretouched
tool output
The observation

It carries the top-3 customer set across 2 follow-ups, preserving the same customer identities when drilling into payment status and payment-method usage.

Criterion: Follow-Up Context · Scenario: Best customers with top-3 unpaid orders and payment method follow-ups (group: live-database-nl2sql)
Query this
get_evidence({
  tool: "askyourdatabase",
  scenario: "live-database-nl2sql"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com