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    <title>Deduplication on tarek ai</title>
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      <title>Lead duplicate detection with Agent Script</title>
      <link>https://tarek-ai.com/portfolio/agentscript_duplicate/</link>
      <pubDate>Sun, 17 May 2026 00:00:00 +0000</pubDate>
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      <description>&lt;h1 id=&#34;finding-lead-and-account-duplicates-with-salesforce-agent-script&#34;&gt;Finding Lead and Account Duplicates with Salesforce Agent Script&lt;/h1&gt;
&lt;p&gt;Duplicate data is one of those CRM problems that is frustrating and can slow down the sales team.
For this project, I built a Salesforce Agent Script agent that helps answer a very practical question:&lt;/p&gt;
&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;How confident are we that this Lead represents this Account?&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;Instead of letting the agent guess, I connected it to deterministic Apex actions. The agent can have the conversation, but the scoring logic comes from Salesforce data and clear rules.&lt;/p&gt;</description>
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