Tips & Strategies

Get better results from your Ansa agent with these proven strategies. From knowledge base optimization to conversation design, these tips will help you create an exceptional customer experience.

Agent Setup

Start with Clear Goals

Before configuring your agent, define what success looks like:

Goal	Metrics to Track
Reduce support tickets	Conversations resolved without escalation
Capture leads	Form submissions, conversion rate
Improve satisfaction	Thumbs up ratio, NPS scores
Deflect common questions	Messages per conversation

Write a Great System Prompt

Your system prompt shapes every response. Include:

You are [name], a [role] for [company]. Your goal is to [primary purpose].

PERSONALITY:
- [Tone descriptors: friendly, professional, casual, etc.]
- [Communication style: concise, detailed, conversational]

CAPABILITIES:
- Answer questions about [topics]
- Help users [actions]
- Collect information via [forms]

LIMITATIONS:
- Don't discuss [off-topic areas]
- Always [safety guidelines]
- When unsure, [escalation behavior]

FORMATTING:
- Use [markdown, bullets, emojis, etc.]
- Keep responses [length guideline]

Choose the Right Model

Model	Best For	Trade-off
GPT-4o	Complex reasoning, nuance	Higher cost
GPT-4o-mini	General support, speed	Less nuanced
Claude 3.5	Long context, safety	Different style

Start with GPT-4o-mini for most use cases. Upgrade to GPT-4o if you need better reasoning or notice quality issues.

Knowledge Base Optimization

Structure Content Well

Organize your knowledge base for best results: Do:

One topic per document
Clear headings and sections
Specific, factual content
Include common question variations

Don’t:

Dump entire websites
Mix unrelated topics
Use vague language
Include outdated information

Write for AI Understanding

Format content so the AI can use it effectively:

# Product Returns

## Return Policy
We accept returns within 30 days of purchase for a full refund.

## Conditions
- Item must be unused
- Original packaging required
- Receipt or order number needed

## Process
1. Start a return at [URL]
2. Print shipping label
3. Drop off at any carrier location
4. Refund processed in 5-7 days

## Exceptions
- Final sale items cannot be returned
- Personalized items are non-refundable

Cover Common Questions

Anticipate what users will ask:

Audit existing support tickets — What do people actually ask?
Check search logs — What terms do visitors search for?
Review competitors — What do they answer?
Talk to support team — What questions repeat?

Keep Content Fresh

Cadence	Action
Weekly	Review low-confidence conversations
Monthly	Update seasonal/promotional content
Quarterly	Full knowledge base audit
As needed	Policy/product changes

Conversation Quality

Reduce Response Length

Long responses hurt engagement. Optimize for scanability: Before:

Thank you so much for reaching out to us today! I’d be more than happy to help you with your question about our return policy. Our standard return policy allows you to return any item within 30 days of your original purchase date for a full refund to your original payment method. The item must be in its original condition with all tags attached and in the original packaging…

After:

Returns are accepted within 30 days for a full refund. Requirements:

Unused condition

Original packaging

Receipt or order number

Start your return at [link].

Handle Edge Cases

Train your agent for situations where it doesn’t have an answer:

When you cannot answer a question:
1. Acknowledge what the user is asking
2. Explain why you can't help with that specific request
3. Offer an alternative (contact support, FAQ link, etc.)

Never make up information. It's okay to say "I don't have that information."

Use Conversational Tone

Match your brand voice throughout:

Brand Style	Example Response
Professional	”I’d be happy to assist with that inquiry.”
Friendly	”Sure thing! Let me help you out.”
Casual	”Got it! Here’s what you need…”
Technical	”The correct approach is…”

Form Design

Keep Forms Short

Every field reduces completion rate:

Fields	Completion Rate
1-2	80%+
3-4	60-70%
5-6	40-50%
7+	Below 30%

Ask in Context

Don’t show forms immediately. Build context first: Bad:

Agent: “Hi! Please fill out this form.” [Shows 5-field contact form]

Good:

User: “I’m interested in your enterprise plan” Agent: “Great! Our enterprise plan includes unlimited users and dedicated support. What’s your company size?” User: “About 200 employees” Agent: “Perfect for enterprise! To connect you with the right person, I just need a few details.” [Shows 3-field form: name, email, company]

Use Progressive Disclosure

Collect information gradually:

Initial: Name, email (required)
Follow-up: Company, role (if relevant)
Later: Detailed requirements (if needed)

Make Fields Smart

Instead of	Use
Free text for everything	Dropdowns for known options
Required fields	Optional with smart defaults
Separate first/last name	Single “Full Name” field
Manual entry	Auto-detect when possible

Trigger Strategy

Don’t Overwhelm Visitors

Practice	Guideline
Max triggers per session	2-3
Time between triggers	30+ seconds
Same page triggers	1
Exit intent	Once per session

Match Intent to Action

Trigger	Action	Why
New visitor (5s)	Soft bubble	Welcome without interrupting
Pricing page (30s)	Open chat	They’re evaluating
Exit intent	Form	Last chance to capture
Deep scroll	Bubble	Engaged but not interrupting

Test and Iterate

Run experiments:

A/B test timing — Does 5s or 10s convert better?
Compare messages — Which welcome message gets engagement?
Try different actions — Bubble vs. chat vs. form
Measure conversions — Track what leads to form submissions

Monitoring & Improvement

Daily Habits

Check for failed form submissions
Review any escalated conversations
Glance at confidence trends

Weekly Review

Read 10 random conversations
Analyze thumbs-down feedback
Update knowledge base with gaps
Review trigger performance

Monthly Optimization

Full analytics review
Compare to previous month
Update system prompt if needed
Test as a new visitor

Common Mistakes

❌ Mistake: Too Much Content

Problem: Dumping your entire website creates noise. Solution: Curate the most important, question-answering content. Less is more.

❌ Mistake: Generic Responses

Problem: Agent gives vague, unhelpful answers. Solution: Add specific, factual content. Include exact numbers, dates, and processes.

❌ Mistake: No Escalation Path

Problem: Users get stuck with no way to reach a human. Solution: Always provide a fallback: email, phone, or contact form.

❌ Mistake: Ignoring Low Confidence

Problem: Agent answers with low confidence, users get wrong info. Solution: Set confidence thresholds and forward uncertain responses for review.

❌ Mistake: Set and Forget

Problem: Agent performance degrades over time. Solution: Schedule regular reviews. Products change, questions evolve.

Advanced Techniques

Personalization

Use visitor identity for better responses:

window.ansa.identify({
  userId: "user_123",
  email: "jane@example.com",
  name: "Jane",
  plan: "pro",
  company: "Acme Corp"
});

Now the agent can:

Greet by name
Reference their plan
Provide account-specific help

Segmented Experiences

Different triggers for different audiences:

// VIP customers get proactive help
if (customer.plan === "enterprise") {
  window.ansa.trigger("vip_welcome");
}

// New users see onboarding
if (customer.signupDate > sevenDaysAgo) {
  window.ansa.trigger("onboarding_help");
}

Contextual Knowledge

Pass page context to your agent:

// On product pages
window.ansa.setContext({
  currentProduct: "Widget Pro",
  productPrice: 99.99,
  inStock: true
});

Agent can now answer “Is this in stock?” accurately.

Measuring Success

Key Metrics

Metric	Good	Excellent
Resolution rate	60%+	80%+
Avg confidence	70%+	85%+
Thumbs up ratio	80%+	90%+
Form conversion	20%+	40%+
Avg messages/convo	3-5	2-4

ROI Calculation

Track the value your agent creates:

Monthly savings = (Support tickets deflected) × (Cost per ticket)
Lead value = (Form submissions) × (Lead-to-customer rate) × (Customer value)

Continuous Improvement Loop

Measure — Track metrics weekly
Identify — Find underperforming areas
Hypothesize — What might improve it?
Test — Make a change
Validate — Did metrics improve?
Repeat

Quick Wins

This Week

Review 5 low-confidence conversations
Add answers for top 3 unanswered questions
Shorten your longest knowledge base doc
Test your agent as a new visitor

This Month

Set up a weekly review calendar reminder
Create 2-3 trigger automations
Build a lead capture form
Review and update system prompt

Next Steps

FAQ

Common questions answered

Analytics

Measure your performance

Quickstart Self-Hosting

​Agent Setup

​Start with Clear Goals

​Write a Great System Prompt

​Choose the Right Model

​Knowledge Base Optimization

​Structure Content Well

​Write for AI Understanding

​Cover Common Questions

​Keep Content Fresh

​Conversation Quality

​Reduce Response Length

​Handle Edge Cases

​Use Conversational Tone

​Form Design

​Keep Forms Short

​Ask in Context

​Use Progressive Disclosure

​Make Fields Smart

​Trigger Strategy

​Don’t Overwhelm Visitors

​Match Intent to Action

​Test and Iterate

​Monitoring & Improvement

​Daily Habits

​Weekly Review

​Monthly Optimization

​Common Mistakes

​❌ Mistake: Too Much Content

​❌ Mistake: Generic Responses

​❌ Mistake: No Escalation Path

​❌ Mistake: Ignoring Low Confidence

​❌ Mistake: Set and Forget

​Advanced Techniques

​Personalization

​Segmented Experiences

​Contextual Knowledge

​Measuring Success

​Key Metrics

​ROI Calculation

​Continuous Improvement Loop

​Quick Wins

​This Week

​This Month

​Next Steps

FAQ

Analytics

Agent Setup

Start with Clear Goals

Write a Great System Prompt

Choose the Right Model

Knowledge Base Optimization

Structure Content Well

Write for AI Understanding

Cover Common Questions

Keep Content Fresh

Conversation Quality

Reduce Response Length

Handle Edge Cases

Use Conversational Tone

Form Design

Keep Forms Short

Ask in Context

Use Progressive Disclosure

Make Fields Smart

Trigger Strategy

Don’t Overwhelm Visitors

Match Intent to Action

Test and Iterate

Monitoring & Improvement

Daily Habits

Weekly Review

Monthly Optimization

Common Mistakes

❌ Mistake: Too Much Content

❌ Mistake: Generic Responses

❌ Mistake: No Escalation Path

❌ Mistake: Ignoring Low Confidence

❌ Mistake: Set and Forget

Advanced Techniques

Personalization

Segmented Experiences

Contextual Knowledge

Measuring Success

Key Metrics

ROI Calculation

Continuous Improvement Loop

Quick Wins

This Week

This Month

Next Steps