Dev Tools · 2h ago
E-Commerce Bot Score Jumps from 86 to 91 After Targeted Fixes
An e-commerce support bot scored 86/100 on a test suite, revealing issues like false order lookups and missing return conditions. After updating the system prompt to address these gaps, the bot scored 91/100, with improvements in accuracy, persona adherence, and robustness. The fixes eliminated false expectations and added proactive warnings for return eligibility.
Meridian48 take
The 5-point gain is modest but the methodology—fixing specific, documented flaws—is more instructive than the score itself for teams iterating on customer-facing AI.
Read the full reporting
We Audited an E-Commerce Support Bot, Fixed the Bugs, Then Re-Tested It. The Score Jumped 86 to 91. →
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