Create Lookalike Audiences with AI Agent Skills

Create Lookalike Audiences with AI Agent Skills

This AI agent skill enables the creation of lookalike audiences by generating materialized-view scoring pipelines. It leverages Naive-Bayes categorical weights coupled with Gaussian continuous similarity to classify attributes from a seed audience, thus facilitating the expansion of user segments from a candidate population dataset.

What this skill does

• Generates a scoring pipeline similar to Lookalike Studio outputs, utilizing Naive-Bayes and Gaussian models.
• Classifies Rosetta Stone attributes to identify relevant user segments.
• Gates all processes on user approval to ensure defensible attribute selection.
• Submits the pipeline through `narrative_workflows_create` and monitors its build to completion.
• Ensures transparency by providing a plain-English description of the pipeline prior to submission.

Who it is for

This skill is designed for audience modelers responsible for identifying new user segments similar to a seed audience. It assists these professionals in optimizing pipeline fidelity and ensuring defensible attribute selection.

Use cases

• Expanding a seed audience to include an additional 500,000 similar users from a candidate dataset.
• Identifying potential users who closely match the characteristics of an existing customer base.
• Building a lookalike population of a specific dataset to evaluate marketing strategies.

Technical details

• Integrates with AI coding agents: Claude Code, Cursor, and Codex for execution.
• Emits similar pipeline configurations to those output by Lookalike Studio.
• Operates with tools supporting agent-skills, aiapplication, and create-lookalike functionalities.

Source & Licence

This package is built on open-source work published by narrative-io (narrative-io/narrative-skills-marketplace) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.