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Chapter 42 · Part 5

AI Reply Log

Every decision the AI made — what the customer asked, what was sent, and which topic was used. The “couldn’t answer” list is your to-do list for the knowledge base.

Opening the log

Go to WhatsApp Business API → AI Reply and click the Reply Log tab. Use the filter bar to narrow the view, then click Apply (or Reset to clear it).

  • From / ToThe date range — e.g. the last 7 days.
  • NumberOne business number, or all AI numbers.
  • ResultShow only one kind of result — e.g. only questions the AI couldn’t answer.
  • ContactFind one customer by phone number or WhatsApp user ID (BSUID).
The AI Reply Log: filters, summary cards (messages handled, AI answers, menu picks, handoffs, couldn't answer, messages sent, average AI time), the list of questions the AI couldn't answer, and the conversations table.
Fig. 1The Reply Log — summary cards, the “couldn’t answer” list and every conversation.

The summary cards

  • Messages handledIncoming messages AI Reply processed, and from how many contacts.
  • AI answersQuestions the AI answered from your knowledge base, and their share of all messages.
  • Menu / topic picksGreetings and menu choices — handled without the AI.
  • HandoffsChats passed to your team.
  • Couldn’t answerQuestions with no matching entry — add them to your knowledge base.
  • Messages sentReplies sent to customers. Messages that got no reply (such as “ok” or “thanks”) are shown as silent — no charge.
  • Avg AI timeAverage time the AI took to prepare an answer.

Questions the AI couldn’t answer

This list shows each unanswered question for the selected period, how many times it was asked and when it was last asked. Click Open Knowledge Bases, add an entry for each question in the right topic, and the AI will answer it next time.

The conversations table

The table lists the latest messages (up to 500), newest first, and can be searched:

  • When / Number / ContactWhen the message arrived, which business number received it, and the customer.
  • Customer → AIWhat the customer sent, and the reply that was sent back.
  • ResultHow it was handled — e.g. Menu, Topic pick, an AI answer, a handoff, or Not found.
  • TopicThe knowledge base used, where there was one.
  • AI timeHow long the AI took — blank when the AI wasn’t needed.

A weekly routine

Keep your AI improving

Open the log

Last 7 days

Check the list

Couldn’t answer

Add entries

In the right topic

Test again

In Test AI

A few minutes each week steadily reduces fallback replies and handoffs.

Also look at the handoffs: if customers often ask for a person about the same thing, an extra entry or a clearer menu can answer it for them. The AI’s replies also appear in WhatsApp Conversations, alongside your team’s.
Need help?
Our team is happy to assist with anything in this guide. Contact us →

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