Summarize AIML.chat Analytics

Widget Analytics Reporter is a free, MIT-licensed agent skill that turns your AIML.chat analytics into a clean, shareable report — deflection, top questions, unanswered topics, and captured leads at a glance. Perfect for a weekly update or proving value to a client or your boss.

What it does

The skill pulls your AIML.chat analytics and writes a concise report a non-technical reader can act on: how many conversations the agent handled, the deflection rate, the most-asked questions, the topics it couldn't answer, and how many leads it captured. It frames the numbers as outcomes — tickets saved, gaps to close, leads delivered — rather than raw metrics, and highlights the one or two changes that would move them most. For agencies, it's a client-ready value report; for in-house teams, it's the weekly summary that keeps the agent's impact visible. The output is a formatted report you can send as-is.

The skill

name: widget-analytics-reporter
Use to produce a shareable summary of AIML.chat analytics.

Steps:
1. Pull analytics for the period from AIML.chat.
2. Summarize deflection, top questions, unanswered topics, and leads.
3. Frame as outcomes; highlight the highest-impact changes.
4. Output a formatted, shareable report.

How to use it

Copy the SKILL.md into your agent framework's skills folder and run it on a schedule, or read the dashboard in AIML.chat's analytics. It pairs with the agent performance reviewer for deeper analysis and is ideal for the agencies use case where client reporting matters. The analytics tiers determine the depth available.

Ready to report? Start free, run your agent, and share the impact in minutes — see pricing for analytics tiers.