A Practical Guide to Finding Website Problems, Organizing Fixes, and Creating Better Customer Experiences
Imagine a customer visiting your business website.
They're interested in your services.
They click a button to learn more.
But nothing happens.
They try again.
Still nothing.
Then they open your AI website assistant and ask a question.
Unfortunately, the assistant provides outdated information.
The customer becomes confused.
And eventually, they leave your website.
Now imagine discovering these problems before they affect more visitors.
You identify the broken button.
You document the incorrect AI response.
You decide which problem needs attention first.
You make the necessary changes.
You test everything.
And you record what was fixed.
THAT'S THE POWER OF AN AI WEBSITE ISSUE TRACKER.
An issue tracker is an organized system for documenting, reviewing, prioritizing, and resolving problems.
It can be as simple as a spreadsheet or as advanced as a dedicated project management system.
The important part isn't how complicated the tool looks.
It's whether the system helps you take action.
For entrepreneurs, especially those managing their own websites, an issue tracker can help prevent small problems from being forgotten.
In Blog #111, we're exploring 50 practical strategies for creating an AI website issue tracker that keeps your website organized and your customers supported.
PART 1: UNDERSTAND THE PURPOSE OF AN ISSUE TRACKER
1. Know What an Issue Tracker Does
An issue tracker records problems that need investigation or correction.
Each issue should include enough information to understand what happened and what needs to happen next.
2. Understand Why Website Issues Matter
A broken feature can interrupt a customer's experience.
Even small problems may create confusion when they affect important tasks.
3. Recognize That AI Can Introduce Different Types of Issues
An AI assistant may produce inaccurate answers, misunderstand questions, repeat itself, or fail to provide appropriate human support.
4. Keep Problems Organized in One Place
Instead of relying on memory or scattered notes, create a central list of issues.
5. Focus on Resolution
The goal isn't to collect the largest number of problems.
It's to understand them, resolve them, and improve the website.
PART 2: IDENTIFY DIFFERENT TYPES OF WEBSITE ISSUES
6. Track AI Answer Errors
Document responses that contain incorrect or unsupported information.
7. Track Broken Website Features
Examples include buttons that don't work, forms that fail, and links that lead to missing pages.
8. Track Navigation Problems
Record situations where visitors struggle to find important information.
9. Track Mobile Display Problems
Look for cut-off text, overlapping elements, unusable menus, and difficult-to-read content.
10. Track Accessibility Issues
Document barriers involving keyboard navigation, form labels, focus behavior, contrast, and other accessibility concerns.
PART 3: CREATE CLEAR ISSUE REPORTS
11. Give Every Issue a Unique ID
For example:
AI-001
WEB-002
FORM-003
A unique ID makes it easier to reference and track each problem.
12. Write a Descriptive Issue Title
Instead of:
"Website broken."
Write:
"Contact form does not display a confirmation after submission."
13. Describe What Happened
Explain the observed problem without making assumptions about its cause.
14. Record the Expected Behavior
Describe what should have happened.
15. Include Steps to Reproduce the Issue
When possible, document the actions that caused the problem.
This helps you test whether the issue has been fixed.
PART 4: COLLECT USEFUL EVIDENCE
16. Record Where the Issue Occurred
Include the relevant page, feature, or AI assistant workflow.
17. Record When the Problem Was Found
Add the date and, when useful, the time.
18. Include Relevant Device Information
For display or technical issues, record the browser, device type, or screen size when available.
19. Attach Helpful Screenshots
A screenshot can help explain visual problems.
Remove or protect private customer information before sharing it.
20. Record Error Messages
Include relevant error messages without exposing passwords, private tokens, or other sensitive information.
PART 5: PRIORITIZE ISSUES BY SEVERITY
21. Create a Critical Priority Level
Critical issues may include serious security or privacy risks and failures that prevent essential business operations.
22. Create a High Priority Level
High-priority issues may significantly interfere with important customer tasks.
23. Create a Medium Priority Level
Medium-priority issues may affect usability without completely blocking essential functions.
24. Create a Low Priority Level
Low-priority issues may involve minor visual inconsistencies or nonessential refinements.
25. Consider Customer Impact
Priority should reflect the seriousness of the issue, not just how easy it is to fix.
A serious problem affecting one customer may still require urgent action.
PART 6: CREATE A SIMPLE ISSUE STATUS SYSTEM
26. Use a NEW Status
The issue has been reported but hasn't yet been reviewed.
27. Use an INVESTIGATING Status
You're reviewing the problem and determining its likely cause.
28. Use an IN PROGRESS Status
Work is underway to correct the issue.
29. Use a TESTING Status
A proposed fix has been implemented and is being verified.
30. Use a RESOLVED Status
The issue has been corrected and the fix has passed the required checks.
You may also use BLOCKED or REOPENED when appropriate.
PART 7: ORGANIZE AI-SPECIFIC PROBLEMS
31. Track Hallucinated Information
Record cases where the assistant invents facts, services, prices, or policies.
32. Track Outdated Knowledge
Identify responses based on information that is no longer current.
33. Track Misunderstood Questions
Document cases where the assistant repeatedly misinterprets what a visitor is asking.
34. Track Failed Human Handoffs
Check whether the assistant provides an appropriate way to contact the business.
35. Track Repetitive Conversations
Identify situations where the assistant loops through the same unhelpful response.
PART 8: MANAGE FIXES AND RESPONSIBILITIES
36. Assign an Issue Owner
Every active issue should have someone responsible for reviewing it.
For a solo business, that may be you.
37. Define the Proposed Fix
Describe what change is expected to address the problem.
38. Record Dependencies
Some fixes may require access to a service provider, an integration update, or additional information.
39. Document the Actual Change
After implementing a fix, record what was changed.
40. Keep a History of Important Decisions
A short history helps explain why a particular solution was chosen.
PART 9: TEST AND VERIFY SOLUTIONS
41. Reproduce the Original Problem
When safe and practical, confirm the issue before making changes.
42. Test the Proposed Fix
Repeat the steps that previously caused the problem.
43. Test Related Features
A change to one workflow can sometimes affect another.
44. Confirm the Live Website Works
If your website platform separates preview and published versions, verify the fix on the appropriate version after publication.
45. Reopen Issues That Return
If the problem persists or returns, reopen the issue rather than pretending it was permanently resolved.
PART 10: PREVENT REPEATED PROBLEMS
46. Review Recurring Issues
Look for problems that appear repeatedly.
47. Identify Root Causes
For example, repeated incorrect AI answers may result from outdated source information.
48. Improve Testing Procedures
Add tests for problems that have occurred before.
49. Review Your Issue Tracker Regularly
A weekly review can help keep ordinary issues moving, while urgent problems should be handled promptly.
50. Use Issue Tracking to Improve Your Website
Every resolved issue is an opportunity to learn something about your website and customer experience.
IDENTIFY → DOCUMENT → PRIORITIZE → FIX → TEST → VERIFY → LEARN
EXAMPLE AI WEBSITE ISSUE TRACKER
The following entries are fictional examples for demonstration purposes.
| Issue ID | Problem | Priority | Status |
|---|---|---|---|
| AI-001 | Assistant provides outdated service information | High | Investigating |
| FORM-002 | Contact form submission fails | Critical | In Progress |
| WEB-003 | Mobile navigation overlaps page title | Medium | Testing |
| AI-004 | Assistant repeats an unhelpful answer | Medium | New |
| LINK-005 | Footer link opens the wrong page | Low | Resolved |
These priorities are illustrative. Actual severity depends on the circumstances, impact, and risks.
COPY-READY AI WEBSITE ISSUE REPORT TEMPLATE
ISSUE ID:
[Enter Unique ID]
ISSUE TITLE:
[Describe the Problem]
DATE REPORTED:
[Enter Date]
REPORTED BY:
[Enter Name or Source]
ISSUE CATEGORY:
AI Assistant / Website Functionality / Contact Form / Mobile Design / Accessibility / Security / Privacy / Other
PAGE OR FEATURE:
[Enter Location]
PROBLEM DESCRIPTION:
[Explain What Happened]
EXPECTED BEHAVIOR:
[Explain What Should Happen]
STEPS TO REPRODUCE:
- [Step One]
- [Step Two]
- [Step Three]
ACTUAL RESULT:
[Describe What Happened]
CUSTOMER IMPACT:
[Describe the Impact]
PRIORITY:
Critical / High / Medium / Low
STATUS:
New / Investigating / In Progress / Testing / Resolved / Blocked / Reopened
ASSIGNED TO:
[Enter Name]
SUPPORTING EVIDENCE:
[Describe Screenshots, Error Messages, or Test Results]
PROPOSED FIX:
[Describe Planned Solution]
ACTUAL FIX:
[Describe Completed Changes]
TEST RESULTS:
[Enter Results]
DATE RESOLVED:
[Enter Date]
FOLLOW-UP NOTES:
[Enter Notes]
EXAMPLE AI ASSISTANT ERROR REPORT
ISSUE ID: AI-006
ISSUE TITLE: AI assistant invents a project completion timeline.
CATEGORY: AI Assistant Accuracy
PROBLEM:
A visitor asks how long a website project takes.
The assistant provides a guaranteed completion date that is not supported by approved business information.
EXPECTED BEHAVIOR:
The assistant should explain that timelines depend on project requirements and direct the visitor to the appropriate contact method for an estimate.
CUSTOMER IMPACT:
Visitors may receive misleading expectations about project delivery.
PRIORITY: High
PROPOSED FIX:
Update the approved knowledge base with accurate timeline guidance and reinforce the assistant's instruction not to invent guarantees.
TEST PLAN:
Ask multiple variations of the timeline question.
Verify that responses avoid unsupported promises.
STATUS: Testing
YOUR 30-DAY ISSUE TRACKER IMPLEMENTATION PLAN
WEEK 1 — BUILD YOUR TRACKER
- Choose a tracking tool.
- Create issue categories.
- Define priority levels.
- Define issue statuses.
- Build your reporting template.
Goal: Create a consistent system for recording problems.
WEEK 2 — REVIEW YOUR WEBSITE
- Test the AI assistant.
- Check important website functions.
- Review Contact forms.
- Examine mobile usability.
- Record issues you discover.
Goal: Create an initial list of confirmed and suspected problems.
WEEK 3 — PRIORITIZE AND RESOLVE
- Review issue severity.
- Address urgent problems.
- Select manageable fixes.
- Document completed changes.
- Test solutions.
Goal: Resolve selected issues and verify the results.
WEEK 4 — IMPROVE YOUR PROCESS
- Review unresolved issues.
- Identify recurring problems.
- Improve testing procedures.
- Update your weekly website checklist.
- Plan the next review.
Goal: Establish a sustainable issue management routine.
THE AI WEBSITE ISSUE MANAGEMENT FRAMEWORK
DISCOVER
Identify a potential problem.
↓
DOCUMENT
Record what happened.
↓
EVALUATE
Understand impact and severity.
↓
PRIORITIZE
Determine what needs attention first.
↓
INVESTIGATE
Identify the likely cause.
↓
FIX
Implement an appropriate solution.
↓
TEST
Verify the correction.
↓
RESOLVE
Confirm the issue is addressed.
↓
PREVENT
Improve procedures to reduce recurrence.
AI WEBSITE ISSUE TRACKER CHECKLIST
- ☐ I have chosen a central issue tracking system.
- ☐ Every issue receives a unique ID.
- ☐ Issue titles are descriptive.
- ☐ Expected and actual behavior are documented.
- ☐ Reproduction steps are included when possible.
- ☐ Relevant evidence is recorded safely.
- ☐ Issues have appropriate priority levels.
- ☐ Critical risks are handled promptly.
- ☐ Each active issue has an owner.
- ☐ Issue statuses are updated.
- ☐ Proposed fixes are documented.
- ☐ Actual changes are recorded.
- ☐ Fixes are tested.
- ☐ Related functionality is checked.
- ☐ Published changes are verified when applicable.
- ☐ Unresolved problems remain visible.
- ☐ Repeated issues are investigated.
- ☐ Customer privacy is protected.
- ☐ The tracker is reviewed regularly.
- ☐ Lessons learned inform future improvements.
FINAL THOUGHTS
No website is perfect.
Technology changes.
Customer needs evolve.
New features are introduced.
And sometimes things don't work the way they should.
What matters is how you respond.
An organized issue tracker helps you move from confusion to clarity.
Instead of wondering what went wrong, you document the problem.
Instead of trying to fix everything at once, you prioritize.
Instead of assuming a change worked, you test it.
And instead of forgetting what happened, you learn from it.
SMALL PROBLEMS ARE EASIER TO MANAGE WHEN THEY DON'T GET LOST.
You don't need a complicated system to begin.
Start with a simple tracker.
Record meaningful issues.
Choose priorities.
Fix problems carefully.
Test your solutions.
And keep improving.
FIND THE PROBLEM.
UNDERSTAND THE CAUSE.
FIX WHAT MATTERS.
BUILD A BETTER EXPERIENCE.
Because every thoughtful improvement helps create a more reliable and useful business website.
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