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AI Chatbots

The Four Numbers That Tell You If It Is Working

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Volume is the least useful number

A thousand conversations means nothing on its own. A thousand conversations with a 40% answer rate is a content problem; with an 85% answer rate it is a working system.

Always read volume alongside the ratios.

The four that matter

MetricHealthyWhat a bad number means
Answer rate75–90%Content gaps
Handover rate10–25%Too high: content; too low: it is guessing
Lead capture rateVaries by trafficAsking at the wrong moment
Repeat questionsFalling over timeContent not being updated from the log

The unanswered-question list is the prize

It is a list, written by your actual customers, of what your website fails to tell them. No content brief you commission will ever be better than that.

Read it weekly at first, then monthly. Write the answers as real pages, and both the bot and your search visibility improve.

Handover rate cuts both ways

Too high means the bot cannot answer enough, which is a content problem. Too low can mean it is answering things it should be escalating, which is worse.

Read a sample of conversations rather than relying on the number alone.

Read actual conversations

  • Ten a week, chosen at random
  • All of the ones that ended without an answer
  • Any where the visitor sounded annoyed
  • The longest ones, which usually indicate confusion

Numbers tell you where to look. Conversations tell you what is actually happening.

Frequently asked questions

What is a good answer rate?

Above 75% for a business with reasonable content. Below 60% means the content, not the bot, needs attention.

How often should we review?

Weekly for the first month, then monthly. The first month is where most of the improvement happens.

Should we worry about long conversations?

Usually yes — they often mean the visitor is not getting what they need. Read a few.

Does it show which pages drive chats?

Yes, and that is useful: a page generating many questions is a page that is not explaining itself.

Keep reading

Want to know what your website fails to explain?

The unanswered-question log answers that precisely. It comes with every SpideyChat account.

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