Knowledge Gaps

Every agent has blind spots — questions it couldn't quite answer, things it didn't know. Most platforms leave you to discover those the hard way. Vivollo's Knowledge Gaps does the opposite: it surfaces exactly where the agent fell short, ranks the gaps by how much they matter, and helps you turn each one into a published answer in a few clicks.

It's the part of Insights that doesn't just tell you something's wrong — it helps you fix it.

What a knowledge gap is

As Vivollo reads conversations, it notices the moments the agent couldn't help — where it said it didn't know, gave an uncertain answer, or the customer had to ask again or for a human. Those moments are tagged as knowledge gaps and grouped by what they were about, so a recurring blind spot becomes a single, named item: "bulk discount policy," "international shipping times," "how to change a delivery address."

Ranked by what matters

Not every gap is worth your time, so they're ranked by impact — how many conversations ran into each one. The gap that tripped up two hundred customers sits at the top; the one-off sits at the bottom. You always know what to fix first, because the list tells you where the pain is greatest.

For each gap you can also read evidence — real snippets from the conversations where it came up — so you understand exactly what customers were trying to do.

Closing a gap, in a few clicks

Here's where Knowledge Gaps earns its place. For any gap, Vivollo can draft the answer for you:

1. Review the gap. Read the evidence to understand what customers actually need.
2. Generate a draft. With one click, Vivollo writes a knowledge-base article for it — grounded in your real examples, and enriched with a web search so the draft is genuinely useful rather than a blank page.
3. Edit it. Refine the title and content until it reads the way you want. It's a draft, not a decree — you're in control.
4. Publish it. Send it to one of your Knowledge collections, where it becomes a real article the agent can use from then on.
5. Or dismiss it. If a gap is a false alarm or already covered, dismiss it and it leaves your list.

Once published, the article is part of your knowledge — so the next customer who asks gets a confident answer instead of a shrug.

The loop that makes your agent smarter

This is the heart of how a Vivollo agent improves over time:

The agent can't answer something → Insights spots the gap → you publish an answer → the agent handles it next time.

It's a closed loop, and it's largely self-driving. Your agent essentially tells you what it needs to learn, and hands you a head start on teaching it.

A note on the drafts

The drafts are a strong starting point, not a final answer. Vivollo grounds them in your real conversations and enriches them with research, but you review and edit before anything is published — nothing goes live without your say-so. Treat a draft as a capable first pass from an assistant who did the legwork; you bring the final judgment and your brand's voice.