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Testing and Maintaining YaleSites Beacon

Regular testing improves quality of answers by putting a spotlight on gaps in site content

Testing and Maintenance

The ongoing commitment

Having Beacon requires ongoing attention and is a commitment to testing and maintaining the chatbot. It’s not just an AI you turn on and it’s good to go. Site owners will need to go through a testing process, engage their subject matter experts to review the accuracy of responses, and make improvements to content.

flywheel for YaleSites Beacon Testing

How to Test Beacon

Checklist

  1. Test Beacon 
  2. Review Responses
  3. Trace problems to content
  4. Improve the content
  5. Retest 

1. Test Beacon

Ask Beacon questions visitors are likely to ask

Start testing by asking Beacon any questions you believe it should be able to answer based on the content that can be found on your YaleSite.

Use a question bank to document which questions are being tested and the quality of the responses provided. 

Check list drawing from Undraw

2. Review Responses

Evaluate whether the responses are accurate, complete, and helpful. The questions Beacon struggles with often reveal gaps or weaknesses in your website content that can affect human visitors too. 

3. Trace problems to content

What’s missing, unclear, or outdated?
  • Vague answers often mean the content itself is vague. 
  • Wrong answers may indicate outdated content. If a policy changed but the page wasn’t updated, Beacon will refer to the old policy.
  • No Answer typically means the content doesn’t exist - if it’s not documented on the website, Beacon has nothing to draw from. 
  • Confusing answers can result from confusing content. If information is scattered across multiple pages with inconsistent terminology, Beacon may struggle to synthesize a clear response.
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4. Improve the content


If you’re not satisfied with the responses go to the content’s location on the website and make the changes necessary. A consistent finding from piloting Beacon is when the chatbot gives poor responses, the root cause is usually content. 

5. Retest 

After making changes to the website’s content retest Beacon by asking it the previous questions to verify any improvements. Changes made to site can take a few minutes to be reflected in Beacon. 

Maintaining quality over time

Content quality is not a one time achievement. It requires ongoing attention.

Regular reviews: Schedule periodic reviews of your content, especially pages that address policies or procedures that needs attention. 

Monitor Beacon performance: Pay attention to the questions Beacon struggles with. They often indicate content that needs attention.

Update when things change: When policies, procedures, or contact information change, update your content promptly. Beacon can only be as current as your website. 

Engage subject matter experts: The people who know your content best should be involved in reviewing and maintaining it, the better Beacon and your site’s visitors will be served. 

Related Resources

Learn more about the support YaleSites provides for Beacon and what site owners are responsible for. 

Beacon Support Guidelines