AI Agent for Salesforce Knowledge Search Optimization

The Challenge

Poor Knowledge search results force agents to browse through irrelevant articles or escalate cases unnecessarily. Inconsistent categorization, missing synonyms, and lack of promoted search terms degrade the search experience.

How Clientell Automates This

Clientell AI analyzes your Knowledge base to optimize search effectiveness. It recommends data category assignments, generates synonym groups for common terms, configures promoted search terms for high-value articles, and identifies categorization gaps.

How It Works

1. 1

   Analyze current search quality

   Clientell AI reviews your existing article categorization, search term usage, and any available search analytics to identify areas where search results are underperforming.

2. 2

   AI generates optimizations

   Based on the analysis, Clientell AI produces recommendations for synonym groups, promoted search terms, data category reassignments, and article title or summary improvements.

3. 3

   Review recommendations

   Review the proposed synonym groups, promoted terms, and categorization changes to ensure they align with your terminology and agent workflows.

4. 4

   Apply optimizations

   Deploy the search optimizations to your Salesforce org. Synonym groups and promoted terms take effect immediately, improving search relevance for agents and customers.

Frequently Asked Questions

What are promoted search terms and how do they help?

Promoted search terms link specific keywords to specific articles, ensuring that when an agent searches for that term, the promoted article appears at the top of search results regardless of other ranking factors.

How do synonym groups improve search?

Synonym groups tell Salesforce that terms like 'password reset' and 'forgot password' mean the same thing, so searching for either term returns the same relevant articles.

Can this help with Knowledge articles used in customer-facing portals?

Yes. Search optimizations apply to both internal agent search and external community or portal search, improving self-service resolution rates for customers.

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