Evidence · first-party tested
The tool retains the top-3 customer context across follow-ups, using the same customer set to answer unpaid-order and payment-method questions for Rahul Sharma, Deepak Kulkarni, and Sneha Mehta.

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
The tool retains the top-3 customer context across follow-ups, using the same customer set to answer unpaid-order and payment-method questions for Rahul Sharma, Deepak Kulkarni, and Sneha Mehta.
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: "definite",
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