New Feature: AI SEO Optimization (AEO/GEO)

Priority: 🟡 Pre-launch
Area: SEO / AI Visibility
Competitive Reference: Jasper (SEO, AEO & GEO), Semrush (AI SEO + Content Optimization), Jasper Optimization Agent

Why This Matters

The SEO landscape has shifted. Traditional SEO (rank on Google SERP) is now just one pillar. Two new pillars have emerged:

• AEO (Answer Engine Optimization): Optimizing content to appear in AI-generated answers (ChatGPT, Perplexity, Google AI Overviews)
• GEO (Generative Engine Optimization): Ensuring your brand appears when LLMs generate responses about your industry

Jasper has an entire “Optimization Agent” and Semrush has “AI SEO” as a top-level feature. Leadmetrics has a ai-visibility-monitor agent but it only monitors — it doesn’t optimize.

What Leadmetrics Has Today

• ai-visibility-monitor agent — checks if tenant’s brand appears in LLM responses (monitor only)
• ai-visibility-seeder agent — exists but unclear implementation
• keyword-researcher agent — traditional keyword research (Google-focused)
• site-auditor agent — technical SEO audits
• content-brief-writer agent — creates SEO content briefs
• SEO dashboard pages: keywords, keyword groups, link building, backlinks
• Google Search Console integration — keyword rankings, impressions, CTR
• No AEO content optimization — no agent rewrites content to be more “AI-answer friendly”
• No GEO tracking — no systematic tracking of brand mentions across AI engines
• No content optimization scoring — no on-page SEO score for generated content

Proposed Implementation

Part A — Content SEO Score (On-Page)

After blog-writer generates content, run an SEO scoring pass:

interface SeoScore {
  overall: number;           // 0-100
  keywordDensity: number;    // target keyword usage
  headingStructure: number;  // H1/H2/H3 hierarchy
  readability: number;       // Flesch-Kincaid score
  metaDescription: number;   // length + keyword inclusion
  internalLinks: number;     // links to other tenant content
  imageAlt: number;          // alt text quality
  schemaMarkup: boolean;     // structured data recommended?
  contentLength: number;     // vs. SERP competitors
  aeoReadiness: number;      // structured for AI extraction
}

Display on blog detail page as a sidebar score card with actionable recommendations.

Part B — AEO Optimization

New agent capability or prompt enhancement:

1. Structure content with clear Q&A sections (FAQ schema)
2. Include concise, quotable “answer paragraphs” at the top of sections
3. Add structured data (JSON-LD) recommendations
4. Use authoritative citations and statistics
5. Score content for “AI citation probability”

Part C — GEO Monitoring Dashboard

Enhance ai-visibility-monitor:

1. Systematically query ChatGPT, Perplexity, and Google AI Mode for industry-relevant questions
2. Track whether the tenant’s brand appears in responses
3. Track competitor brand mentions in the same queries
4. Dashboard showing:
   • “You appear in X% of AI responses for your top keywords”
   • Trend over time
   • Competitor comparison
   • Recommended actions to improve AI visibility

Part D — Optimization Agent (Jasper-style)

New agent: seo-optimizer

• Input: published blog post URL or draft content
• Actions:
  1. Analyze current on-page SEO score
  2. Research SERP competitors for the target keyword
  3. Suggest and optionally auto-apply optimizations:
     • Better title tag / meta description
     • Internal linking opportunities
     • Content gap fills (topics competitors cover but we don’t)
     • Schema markup additions
     • AEO-friendly restructuring

Dashboard UI Additions

Related

• Performance Reporting Dashboard — SEO metrics in reports
• Content Repurposing Engine — optimize before repurposing