Fixing Wrong or Weak Responses

🐛 Weak Response 🔍 Diagnose the Cause ❓ "I don't have info on that" → Missing content in KB ❓ Vague answer → Thin/unclear source content ❓ Wrong answer → Conflicting or outdated KB content ❓ Off-topic answer → System prompt too loose ❓ Too long → No length instruction in prompt Strong Response Every weak answer has a fixable root cause — this guide covers them all

When your agent gives a wrong, vague, or unhelpful response, it's almost never a problem with the AI itself — it's a problem with the information it was given. This guide walks through every type of weak response and exactly how to fix it.

Type 1 — "I don't have information on that"

What's happening: The agent searched your knowledge base and found nothing relevant. The information simply isn't there.

How to fix it:

  1. Identify what the visitor was asking
  2. Go to your Knowledge Base tab and add a manual Q&A entry with the correct answer
  3. If it's a topic that should be on your website, add it to your website and re-scrape
  4. Re-test the question to confirm it's now answered
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Manual Q&A entries have the highest precision When you add an exact question + answer as a manual entry, the agent will use that answer with very high confidence. Always use this for your most critical questions.

Type 2 — Vague or incomplete answer

What's happening: The information is in your knowledge base, but it's too vague for the AI to give a specific answer. This often happens when your website uses phrases like "competitive pricing", "varies by requirement", or "contact us for details".

How to fix it:

  1. Find the source content causing the vague answer (check the knowledge base)
  2. Rewrite it with specifics: real numbers, real timelines, real details
  3. Or add a manual Q&A pair that gives the specific answer directly

Before: "Our pricing is competitive and depends on your requirements."
After: "Logo design starts at $499. Brand identity packages start at $1,200. Custom quotes available on request."

Type 3 — Factually wrong answer

What's happening: The agent found content in your knowledge base but it's outdated or contradictory. This is the most damaging type of error — it actively misleads visitors.

How to fix it:

  1. Go to your knowledge base and search for the topic
  2. Find any entries with the old/incorrect information
  3. Delete them immediately — do not leave them disabled, delete them
  4. Add a new entry with the correct information
  5. Re-scrape your website if the outdated content was from a web page
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Conflicting information is especially dangerous If your knowledge base has two pieces of content saying different things (e.g. old pricing on one page, new pricing on another), the AI will sometimes pick the wrong one. Always clean up contradictions promptly.

Type 4 — Off-topic or unexpected response

What's happening: The agent is responding to questions outside its intended scope, or drifting away from your brand voice. This is usually a system prompt problem.

How to fix it: Add explicit scope boundaries to your system prompt:

Only answer questions related to [your business and services].
If asked about unrelated topics, politely redirect: 
"That's outside my area — but I can help with questions about [service]. What would you like to know?"

Type 5 — Response is too long

What's happening: No length constraint in the system prompt. The AI defaults to being thorough, not concise.

How to fix it: Add one line to your system prompt: "Keep all responses to 2–3 sentences unless the visitor explicitly asks for more detail." This instantly makes all responses cleaner and more readable.

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Systematic approach When you spot a weak answer, note the type (missing/vague/wrong/off-topic/too-long), apply the matching fix, and re-test. Over 2–4 weeks of weekly fixes, your agent will handle the vast majority of questions confidently.