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AI & Automation6 min read

Building Your Knowledge Base: Best Practices

Learn how to structure your FAQs, policies, and product information so AI can accurately represent your business.

Amara Diallo

Customer Success Manager

December 27, 2025

Your Knowledge Base Is Your AI's Brain

Here's a truth that surprises many businesses: the quality of your AI customer service depends more on your knowledge base than on the AI technology itself. You can have the most advanced AI system in the world, but if you feed it incomplete, disorganized, or outdated information, your customers will notice.

Think of your knowledge base as the training manual you'd give to a new customer service representative. The better the manual, the better they'll represent your business.

Anatomy of an Effective Knowledge Base

1. Company Information

Start with the basics that every customer interaction might need:

• Business name and how you prefer it written

• Operating hours (including time zones)

• Contact methods (phone, email, physical address)

• Social media profiles

• Brief company description (2-3 sentences)

• Mission/values statement (if relevant to customer interactions)

Example: `` Company: Sunrise Coffee Roasters Hours: Monday-Friday 7am-6pm, Saturday 8am-4pm (EAT) Location: 45 Kenyatta Avenue, Nairobi Contact: hello@sunrisecoffee.co.ke | +254 712 345 678 About: Sunrise Coffee Roasters is a specialty coffee company sourcing single-origin beans from East African farms. We roast fresh weekly and deliver across Kenya. ``

2. Products and Services

For each product or service, include:

• Name and description

• Key features and benefits

• Pricing (or pricing structure)

• Variations (sizes, colors, packages)

• Availability/lead times

• Limitations or restrictions

Pro Tip: Write descriptions as if explaining to someone unfamiliar with your industry. Avoid jargon unless your audience expects it.

3. Frequently Asked Questions

FAQs are the heart of most AI interactions. Structure them as clear question-answer pairs:

Shipping & Delivery ``` Q: How long does delivery take? A: Standard delivery takes 2-3 business days within Nairobi and 5-7 business days for other regions in Kenya. Express delivery (Nairobi only) is available for next-day delivery when ordered before 2pm.

Q: Do you ship internationally? A: Yes! We ship to Uganda, Tanzania, and Rwanda. International orders typically arrive within 7-14 business days. Shipping costs are calculated at checkout based on weight and destination.

Q: How can I track my order? A: Once your order ships, you'll receive a WhatsApp message with a tracking link. You can also check your order status by replying with your order number. ```

4. Policies

Document your key policies clearly:

• Returns and refunds

• Cancellations

• Privacy/data handling

• Payment terms

• Warranties/guarantees

Important: Be specific. "Flexible return policy" is vague. "14-day returns on unopened items, full refund or exchange" is actionable.

5. Processes and Procedures

How do customers do things? Document each process step-by-step:

``` How to Place an Order:

1. Browse our products on sunrisecoffee.co.ke

2. Add items to your cart

3. Click "Checkout"

4. Enter delivery details

5. Choose payment method (M-Pesa, card, or bank transfer)

6. Confirm your order

7. You'll receive a confirmation via WhatsApp and email

How to Request a Refund:

1. Contact us within 14 days of delivery

2. Provide your order number and reason for return

3. We'll send a return shipping label (if applicable)

4. Once we receive the item, refund processes within 3-5 business days

```

Writing Style Guidelines

Your knowledge base shapes your AI's voice. Consider these principles:

Be Conversational

Write as you speak. AI will sound more natural if its source material is natural.

❌ "The aforementioned policy shall apply to all transactions." ✅ "This policy applies to all orders."

Be Direct

Get to the point. Customers want answers, not essays.

❌ "We understand how important it is for you to receive your order promptly, which is why we've implemented a streamlined shipping process that typically results in delivery within a reasonable timeframe." ✅ "Orders typically arrive in 2-3 business days."

Be Consistent

Use the same terms throughout. If you say "orders" in one place, don't switch to "purchases" elsewhere.

Address Common Variations

Customers ask the same question many ways. Include variations:

`` Q: How much is shipping? / What are your delivery charges? / Is shipping free? A: Shipping is free for orders over KES 2,000. For smaller orders, shipping is KES 250 within Nairobi and KES 400 for other regions. ``

Organizing Your Knowledge Base

Structure matters. Here's a recommended organization:

`` 📁 Knowledge Base ├── 📄 Company Overview ├── 📁 Products & Services │ ├── 📄 Coffee Beans │ ├── 📄 Brewing Equipment │ └── 📄 Subscriptions ├── 📁 Ordering & Delivery │ ├── 📄 How to Order │ ├── 📄 Shipping Information │ └── 📄 Order Tracking ├── 📁 Payments │ ├── 📄 Payment Methods │ └── 📄 Invoicing ├── 📁 Returns & Support │ ├── 📄 Return Policy │ ├── 📄 Refund Process │ └── 📄 Contact Support └── 📁 Account & Loyalty ├── 📄 Creating an Account └── 📄 Loyalty Program ``

The Review Process

Before Publishing

1. Accuracy check: Is everything current and correct?

2. Completeness check: Are there obvious gaps?

3. Clarity check: Would a new customer understand this?

4. Consistency check: Are terms and formatting uniform?

Ongoing Maintenance

Schedule regular reviews:

• Weekly: Check for urgent updates (price changes, stock issues)

• Monthly: Review customer conversation logs for gaps

• Quarterly: Comprehensive audit of all content

Using Customer Feedback

Your customers will reveal gaps in your knowledge base. Watch for:

• Questions the AI couldn't answer

• Escalations to human agents

• Customer frustration patterns

Each gap is an opportunity to improve.

Common Mistakes to Avoid

1. Information Overload

More isn't always better. Include what customers need, not everything you know.

2. Outdated Content

Last year's pricing or discontinued products confuse customers and erode trust.

3. Missing the Obvious

You know your business so well that obvious questions might not seem worth documenting. They are.

4. Inconsistent Tone

If your brand is casual and friendly, your knowledge base should be too—throughout.

5. No Edge Cases

What happens when things go wrong? Document exception handling, not just happy paths.

Knowledge Base Templates

Product Entry Template

``` Product Name: [Name] Category: [Category] Price: [Price including currency] Description: [2-3 sentences] Key Features:

• [Feature 1]

• [Feature 2]

• [Feature 3]

Availability: [In stock / Lead time / Made to order] Variations: [Sizes, colors, etc.] Related Products: [Cross-sell suggestions] ```

FAQ Entry Template

`` Topic: [Category] Question: [How customers ask this] Alternative phrasings: [Other ways to ask] Answer: [Clear, complete response] Related questions: [Links to related FAQs] Last updated: [Date] ``

Policy Entry Template

``` Policy Name: [Name] Applies to: [Who/what this covers] Summary: [One-sentence overview] Details:

• [Point 1]

• [Point 2]

Exceptions: [Any special cases] Effective date: [When this applies from] Contact for questions: [Who to reach out to] ```

Measuring Knowledge Base Effectiveness

Track these metrics:

• AI resolution rate: Percentage of queries answered without human help

• Escalation reasons: Why conversations need human intervention

• Customer satisfaction: Ratings for AI-handled conversations

• Content gaps: Topics frequently requiring updates

Your Action Plan

1. Audit current state: What documentation exists today?

2. Identify gaps: What questions can't you answer?

3. Prioritize: Start with highest-volume inquiry topics

4. Create content: Use the templates above

5. Review and refine: Get feedback before publishing

6. Monitor: Watch how AI uses the content

7. Iterate: Continuously improve based on real conversations

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Need help building your knowledge base? IntelliAgent's onboarding team can guide you through the process and review your content for AI optimization. Get started today.

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