SEO Optimizer Pro

AI-powered SEO + AEO content optimization. Free to use.

Analyze and optimize content for both Google ranking and AI search (AEO) using your choice of AI model. Supports 12 models across 5 providers.

What It Does

Readability Analysis — Flesch-Kincaid grade level and readability scores
Keyword Density — Track and optimize target keyword coverage
Technical SEO — Heading structure, meta tags, link analysis
Content Structure — Word count, paragraph length, content organization
AI Optimization (AEO) — Recommendations to appear in ChatGPT, Google AI Overviews, Claude

Supported Models

Provider	Models
Anthropic	`claude-opus-4-5-20251101`, `claude-sonnet-4-5-20250929`, `claude-haiku-4-5-20251001`
OpenAI	`gpt-5.2-pro`, `gpt-5.2-thinking`, `gpt-5.2-instant`
Google	`gemini-3-pro`, `gemini-2.5-pro`, `gemini-2.5-flash`
OpenRouter	`llama-3.3-70b`, `llama-3.2-90b`
Mistral	`mistral-large-2501`

Quick Start

1. Install the SDK for your chosen provider

# Claude (recommended)
pip install anthropic>=0.40.0
 
# GPT or Llama
pip install openai>=1.60.0
 
# Gemini
pip install google-generativeai>=0.8.0
 
# Mistral
pip install mistralai>=1.3.0

Only install the SDK for the provider you plan to use.

2. Set your API key

export ANTHROPIC_API_KEY=sk-ant-...   # For Claude
export OPENAI_API_KEY=sk-...          # For GPT
export GOOGLE_API_KEY=AI...           # For Gemini
export OPENROUTER_API_KEY=sk-or-...   # For Llama
export MISTRAL_API_KEY=...            # For Mistral

3. Run an analysis

from seo_optimizer import SEOOptimizer
 
optimizer = SEOOptimizer()  # defaults to claude-haiku-4-5-20251001
 
results = optimizer.analyze_content(
    content="<h1>Cloud Storage</h1><p>Your content here...</p>",
    url="https://example.com/cloud-storage",
    target_keywords=["cloud storage", "data security"]
)
 
print(optimizer.format_results(results))

Or use a different model:

optimizer = SEOOptimizer(model="gemini-2.5-flash")
optimizer = SEOOptimizer(model="gpt-5.2-instant")
optimizer = SEOOptimizer(model="mistral-large-2501")

Example Output

📊 METRICS
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
• Word Count: 847 words
• Readability Score: 68/100 (Good)
• Flesch-Kincaid Grade: 8.2
• Avg Paragraph: 32 words (Optimal)

🔑 KEYWORD DENSITY
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
• cloud storage: 1.8% ✅ (Optimal)
• data security: 0.8% (Increase to 1-2%)

💡 TOP SUGGESTIONS
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🟡 [KEYWORDS] "data security" too low at 0.8%
🟢 [TECHNICAL] Heading structure well organized
🟡 [CONTENT] Expand "encryption" section

🤖 AI SEARCH (AEO)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. Add FAQ section → gets cited in ChatGPT
2. Include comparison tables → AI cites as authoritative
3. Add "Quick Summary" box → AI pulls for responses

Privacy & Security

Local execution — runs on your machine, no UnisAI backend
Your content goes to your chosen AI provider only — not to UnisAI
No data stored — all analysis runs in-memory
API keys via env vars only — never hardcoded or logged

Provider privacy policies:

Anthropic · OpenAI · Google · OpenRouter · Mistral

Available on ClawhHub

Install directly via ClawhHub for integration with Claude Code and OpenClaw.

License

Free to use — see LICENSE.md for details.