> ## Documentation Index
> Fetch the complete documentation index at: https://docs.qwairy.co/llms.txt
> Use this file to discover all available pages before exploring further.

# Version 1.9

> From monitoring to strategic action: Insights Platform, Content Opportunities, and Content Studio transform data into optimized content.

## 🚀 New Features

### 🧠 Insights Platform

Two intelligence modules that reveal what's working for competitors:

**Shopping Intelligence**

* Discover which products AI recommends
* See how AI describes your features vs. your marketing
* Identify gaps by product tier

**Search Intelligence**

* Track query fan-outs: 10 core prompts → 200+ discovered queries
* Find opportunities where competitors haven't positioned content
* Dominate entire topic clusters

### 📊 Content Opportunities

Automatic gap analysis that answers "What should I create next?"

**Dual Gap Analysis:**

* **Brand Gap (0-100%)**: Where competitors appear without you
* **Source Gap (0-100%)**: When AI cites sources but not yours

Every opportunity shows:

* Exact competitor sources (URLs, titles, positioning)
* Provider breakdown (which AI platforms show this gap)
* Mathematical priority scoring
* One-click brief creation

### ✍️ Content Studio

AI-powered content generation from 7 intelligence sources:

1. Content Opportunities
2. Search Intelligence
3. Google Search Console
4. Monitored Topics
5. Citation Sources
6. Competitor URLs
7. Any External URL

**4-Stage Workflow:**

1. Configuration (type, length, persona, language)
2. Outline Generation (H2/H3 hierarchy, section targets)
3. Content Generation (with built-in fact-checker)
4. Metadata Optimization (SEO titles, meta descriptions)

**Smart Source Classification:**

* COMPETITOR → Analyze to create superior content
* AUTHORITY → Cite for credibility
* INSPIRATION → Use for structure
* REFERENCE → Verify facts and claims

## 🔧 Improvements

* **Closed-loop intelligence**: Every decision calculated from performance data
* **Real-time fact-checker**: Verifies claims with up-to-date sources
* **15+ languages**: Full content generation in your target language

***

**From Insights to Execution**

Version 1.9 closes the gap between monitoring and action. Identify opportunities mathematically, create optimized content in minutes, and watch your AI visibility grow.