What is Answer Engine Optimization (AEO)?

AEO is a modern evolution of SEO focused on making your brand the authoritative source for AI-based answer engines like ChatGPT, Perplexity, and Claude.

How does this skill handle ad creatives?

The @creative-agent uses a combinatorial approach to generate hundreds of ad variations, identifies winners based on performance data, and evolves them over time.

What is AI Marketing Engineering?

It is a framework that treats marketing as an engineering discipline rather than just creative work, using AI agents to build automated, scalable systems for business growth.

Does this skill help with customer retention?

Yes, it includes specialized agents for behavior-driven activation and active churn prevention that detect user frustration and intervene with empathetic responses or product fixes.

AI Marketing Engineering

Name: AI Marketing Engineering
Author: wildcard

bywildcard

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Marketing Automation

Transforms marketing into an engineering discipline by deploying autonomous agents for creative generation, budget optimization, and behavior-driven activation.

This skill implements Alon Huri's marketing engineering framework, shifting the focus from manual copywriting to building scalable automated systems. It provides a suite of 10 specialized agent architectures designed to handle complex growth tasks, including infinite creative variation generation, adaptive budget management, and Answer Engine Optimization (AEO). By treating marketing as a technical architecture, it enables developers and growth engineers to build data-driven machines that hunt for LTV signals, optimize for AI-driven search, and prevent churn through real-time sentiment intervention.

Key Features

01LTV Signal Hunting to detect non-obvious correlations in user data

02Answer Engine Optimization (AEO) to improve brand visibility in LLM results

03Adaptive Budget Management for rule-based performance spend allocation

0426 GitHub stars

05Behavior-driven activation agents to identify and resolve user friction in real-time

06Infinite Creative Machine for automated ad variation expansion and evolution

Use Cases

01Implementing predictive churn prevention and automated customer interventions

02Architecting high-scale marketing automation systems and data layers

03Designing autonomous growth engineering workflows for B2B or B2C startups

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add wildcard/caro ai-marketing-engineering

For use in Claude.ai and ChatGPT

Download Skill