Evidence · first-party tested

Retains the combined top-3 customer context across 2 follow-ups, and answers the payment-method follow-up from already retrieved data without running a new SQL query.

✓ Worked🧾 artifact-verifiedAskYourDatabase →
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
Output — unretouched
tool output
The observation

Retains the combined top-3 customer context across 2 follow-ups, and answers the payment-method follow-up from already retrieved data without running a new SQL query.

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: "askyourdatabase",
  scenario: "live-database-business-questions"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Same input, other tools
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Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com