geo-conversion-optimizer

## Overview

`geo-conversion-optimizer` is a GEO (Generative Engine Optimization) conversion-focused skill.
Its purpose is to help you systematically **optimize content for both**:

- **AI / GEO performance**: structure, clarity, citability, schema, FAQ sections, etc.
- **Real-world conversion**: sign-ups, purchases, demo requests, bookings, downloads, or other business KPIs.

This skill exists to avoid the trap of **“content that AIs love but humans never convert on”**.
Whenever you are asked to optimize or create content for GEO, **explicitly consider and protect conversion quality** using this skill.

`geo-conversion-optimizer` can be used alone or together with other `geo-*` skills
such as `geo-schema-gen`, `geo-bulk-processor`, and content-focused GEO optimizers.

## When to use this skill

Always consider `geo-conversion-optimizer` when:

- The user mentions **conversion**, **sign-ups**, **leads**, **sales**, **bookings**, **trial activations**, or **ROI**.
- The goal is to **change or create content** for:
  - Landing pages and product pages.
  - Pricing pages and comparison pages.
  - Long-form articles with embedded calls to action.
  - Local / location pages that ultimately need calls, bookings, or visits.
- The user is worried about trade-offs like:
  - “Will this hurt my conversion rate?”
  - “This feels written for bots, not people.”
  - “We optimized for AI but leads went down.”

If the task is **purely informational** (for example, an internal knowledge base article
with no conversion goal), you may not need this skill. But whenever **business outcomes**
are in scope, prefer to invoke `geo-conversion-optimizer`.

## High-level workflow

When this skill is invoked, follow this structured workflow:

1. **Clarify business and conversion goals**
2. **Map user and AI intents**
3. **Audit current content (if it exists)**
4. **Design a dual-track GEO + conversion strategy**
5. **Redesign structure, messaging, and CTAs...