seo-optimizer-proAI-powered SEO content analysis and optimization for improved Google ranking and visibility in emerging AI search platforms like ChatGPT and Claude.
Install via ClawdBot CLI:
clawdbot install vedantsingh60/seo-optimizer-proAI-powered SEO content optimization for both Google ranking and AI search (AEO).
Analyze and optimize content with AI for search visibility across traditional Google results and emerging AI search platforms (ChatGPT, Google AI Overviews, Claude, etc).
SEO optimization requires balancing multiple objectives:
Analyze and optimize content using AI combined with technical SEO audits. Get specific recommendations for both traditional Google ranking AND emerging AI search visibility.
Every analysis includes:
Pass any model ID — provider is auto-detected from the model name prefix.
No hardcoded list; new models work without updates.
| Provider | Tested Models | Prefix |
|----------|--------------|--------|
| Anthropic | claude-opus-4-6, claude-sonnet-4-6, claude-haiku-4-5-20251001 | claude- |
| OpenAI | gpt-5.2-pro, gpt-5.2, gpt-5.1 | gpt-, o1, o3 |
| Google | gemini-2.5-pro, gemini-2.5-flash | gemini- |
| Mistral | mistral-large-latest, mistral-small-latest | mistral-, mixtral- |
| DeepSeek | deepseek-chat, deepseek-reasoner | deepseek- |
| xAI | grok-4-1-fast, grok-3-beta | grok- |
| MiniMax | MiniMax-M2.1 | MiniMax, minimax |
| Qwen | qwen3.5-plus, qwen3-max-instruct | qwen |
| Meta Llama | meta-llama/llama-4-maverick, meta-llama/llama-3.3-70b-instruct | meta-llama/, llama- |
Features:
Five specific recommendations to:
Analyze:
ANALYZING: Blog post about "Cloud Storage Solutions"
═══════════════════════════════════════════════════════════════
📊 METRICS
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
• Word Count: 847 words
• Readability Score: 68/100 (Good)
• Flesch-Kincaid Grade: 8.2 (High school level - good)
• Avg Paragraph: 32 words (Optimal range)
🔑 KEYWORD DENSITY
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
• cloud storage: 1.8% ✅ (Optimal)
• data security: 0.8% (Increase to 1-2%)
• backup solutions: 0.4% (Too low)
💡 TOP SUGGESTIONS
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
🟡 [KEYWORDS] "backup solutions" appears only 0.4% of the time
Current: 0.4% → Recommended: 1-2%
Impact: Better keyword relevance signal
🟢 [TECHNICAL] Heading structure is well organized
Current: H1 (1), H2 (4), H3 (2) ✅
Impact: Excellent for SEO and accessibility
🟡 [CONTENT] Consider expanding "data encryption" section
Current: 1 paragraph → Recommended: 2-3 paragraphs
Impact: More thorough topic coverage, higher authority
🤖 AI SEARCH OPTIMIZATION (AEO)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
1. Add a FAQ section with common questions about cloud storage
→ This format gets cited in ChatGPT and Google AI Overviews
2. Include specific comparison tables (Google vs AWS vs Azure)
→ Structured data that AI systems cite as authoritative
3. Add a "Quick Summary" box with key takeaways
→ AI search pulls these summaries for AI-generated responses
4. Link to authoritative sources in your references
→ Shows expertise, increases citation likelihood
5. Structure content as problem → solution → benefits
→ Matches how AI systems generate responses
🎯 ESTIMATED IMPACT
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Medium Impact - Implementing 3-5 suggestions could improve ranking
potential by 10-20%. Key factors: Expanding keyword coverage,
enhancing structure for AI readability, adding comparison tables.You need one API key — for whichever provider/model you want to use:
| Provider | Env Variable | Prefix | Get Key |
|----------|-------------|--------|---------|
| Anthropic | ANTHROPIC_API_KEY | claude- | https://console.anthropic.com |
| OpenAI | OPENAI_API_KEY | gpt-, o1, o3 | https://platform.openai.com |
| Google | GOOGLE_API_KEY | gemini- | https://aistudio.google.dev |
| Mistral | MISTRAL_API_KEY | mistral-, mixtral- | https://console.mistral.ai |
| DeepSeek | DEEPSEEK_API_KEY | deepseek- | https://platform.deepseek.com |
| xAI | XAI_API_KEY | grok- | https://console.x.ai |
| MiniMax | MINIMAX_API_KEY | minimax, MiniMax | https://platform.minimax.io |
| Qwen/Alibaba | DASHSCOPE_API_KEY | qwen | https://dashscope.aliyun.com |
| OpenRouter | OPENROUTER_API_KEY | meta-llama/, llama- | https://openrouter.ai |
Only set the key for the provider you're using. For example, to use Claude:
export ANTHROPIC_API_KEY=sk-ant-...Or to use GPT:
export OPENAI_API_KEY=sk-...The skill itself is free. You pay the provider directly for API usage at their standard rates.
Your content IS sent to third-party AI providers. Before using this skill with sensitive content, review the privacy policy of your chosen provider:
Recommendation: Test with non-sensitive sample content first. Each provider has different data retention policies.
Available for free on ClawhHub - no subscription required
Required:
Optional:
from skills.seo_optimizer import SEOOptimizer
# Initialize with default Claude model
optimizer = SEOOptimizer()
# Or use a different model
optimizer = SEOOptimizer(model="gpt-5.2-pro") # Use GPT-5.2
# optimizer = SEOOptimizer(model="gemini-3-pro") # Use Gemini 3
# optimizer = SEOOptimizer(model="mistral-large-2501") # Use Mistral
# Analyze content
results = optimizer.analyze_content(
content="""
<h1>Cloud Storage Solutions</h1>
<p>Cloud storage has revolutionized how we store and access data...</p>
...(your content)...
""",
url="https://example.com/cloud-storage",
target_keywords=["cloud storage", "data security", "backup solutions"]
)
# Get formatted results
print(optimizer.format_results(results))
# Access detailed metrics
print(f"Readability: {results.metrics.readability_score}/100")
print(f"Word Count: {results.metrics.word_count}")
# Get AI suggestions
print(results.content_optimization)
# Get AEO recommendations
for i, rec in enumerate(results.aeo_recommendations, 1):
print(f"{i}. {rec}")Tested Models (any model matching a provider prefix also works):
claude-opus-4-6 (Recommended — best quality)claude-sonnet-4-6claude-haiku-4-5-20251001 (Default — fastest/cheapest)gpt-5.2-pro, gpt-5.2, gpt-5.1gemini-2.5-pro, gemini-2.5-flashmistral-large-latest, mistral-small-latestdeepseek-chat, deepseek-reasonergrok-4-1-fast, grok-3-betaMiniMax-M2.1qwen3.5-plus, qwen3-max-instructmeta-llama/llama-4-maverick, meta-llama/llama-3.3-70b-instruct# Analyze a file
seo-optimizer analyze "blog-post.html" --keywords "cloud storage" "data security"
# Generate optimization report
seo-optimizer analyze "article.txt" --report --output report.json
# Quick AEO analysis
seo-optimizer aeo "content.html" --keywords "topic-1" "topic-2"Answer Engine Optimization is the practice of optimizing content to appear in AI-generated search results and as cited sources in AI chatbots (ChatGPT, Google AI Overviews, Claude, Perplexity, etc).
1. Structure for AI Comprehension
2. Direct Answers Format
3. Structured Data
4. Authority Signals
5. Comparison Tables
Q: How do you calculate readability score?
A: We use the Flesch-Kincaid grade level formula and convert it to a 0-100 scale. Higher scores = easier to read.
Q: Are these recommendations guaranteed to improve rankings?
A: No ranking is guaranteed, but these suggestions are based on proven SEO factors. Impact varies by industry, competition, and current content quality.
Q: What's the difference between SEO and AEO?
A: SEO optimizes for Google's algorithm. AEO optimizes for AI chatbots that generate responses. They overlap significantly—good content for humans is usually good for both.
Q: Can I use this for languages other than English?
A: The readability analysis is English-optimized, but keyword analysis and AI suggestions work for any language.
Q: How long should content be?
A: It depends on topic complexity. Generally: 300+ words minimum, 1000+ for comprehensive coverage, 2000+ for pillar/authority pages.
Q: What if I have a very long document?
A: The skill analyzes the first 2000 characters by default. For longer documents, split into sections and analyze each separately.
Q: Does this check technical SEO like page speed?
A: This skill focuses on content optimization. For technical SEO (speed, mobile, crawlability), use tools like Google PageSpeed Insights.
Q: Can I optimize for multiple keywords at once?
A: Yes! Pass a list of target keywords. We'll analyze density for each and provide keyword-specific recommendations.
Q: How accurate is the AEO scoring?
A: AEO is still evolving. Our recommendations are based on 2026 best practices from AI search optimization research.
Q: Does this skill generate SEO content from scratch?
A: No, this skill analyzes and optimizes existing content. To generate new content, use other AI writing tools first.
This skill is free and open to all users on ClawhHub.
Full Terms: See LICENSE.md
pip install anthropic (or openai, google-generativeai, mistralai)Primary: seo, content-optimization, aeo, ai-search, copywriting
Categories: seo-tools, content-analysis, marketing-tech, ai-optimization
Features: keyword-analysis, readability-scoring, meta-tag-generation, technical-seo, ai-search-optimization
PROPRIETARY_SKILL_SEO_OPTIMIZER_2026Last Updated: February 27, 2026
Current Version: 1.0.7
Status: Active & Maintained
© 2026 UnisAI. All rights reserved.
Generated Mar 1, 2026
Content marketers use this skill to analyze and enhance blog posts for both Google ranking and AI search platforms like ChatGPT and Google AI Overviews. It provides actionable recommendations on keyword density, heading structure, and readability to ensure content is cited in AI-generated responses, increasing organic reach.
E-commerce businesses apply the skill to optimize product pages by improving meta tags, keyword integration, and content structure. This helps products rank higher in traditional search results and appear in AI shopping assistants, driving more qualified traffic and sales.
Tech companies use the skill to refine technical documentation and whitepapers, ensuring they are structured for AI comprehension. By adding FAQ sections and comparison tables, the content becomes more likely to be cited in AI search results, boosting authority and user trust.
SEO agencies leverage the skill to audit and optimize client content at scale, providing data-driven reports on technical SEO and AI search optimization. This streamlines workflows, reduces manual analysis time, and delivers consistent improvements in search visibility across platforms.
Offer the skill as a subscription-based service where users pay monthly or annually for unlimited SEO and AEO analyses. This model provides recurring revenue and can include tiered pricing based on usage volume or advanced features like API access.
Provide basic SEO analysis for free to attract users, then charge for advanced features such as detailed AI search optimization reports, bulk content processing, or integration with CMS platforms. This model drives user acquisition and converts high-value customers.
Sell enterprise licenses to large organizations for internal use across teams, with custom integrations, dedicated support, and volume discounts. This model targets corporations needing scalable solutions for content optimization and competitive SEO analysis.
💬 Integration Tip
Integrate the skill via API calls to automate content analysis in existing workflows, such as CMS platforms or marketing tools, ensuring seamless optimization without manual intervention.
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