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📊 Marketing🏗️ 4 Tech Levels🚀 Production-Grade

SEO Strategy AI

See 4 architectures solve real problems: MCP → RAG → Multi-Tool → Multi-Agent

October 10, 2025
demointeractiveseo-strategymarketingmulti-agent
🤖Demo 1 of 4

Advanced Multi-Agent SEO System

BOFU: Production LangGraph with Router → Specialized Agents → Aggregation

1. Select Analysis Scenario

Query requiring multiple specialist agents: 'Analyze our SaaS competitor's SEO strategy and identify content gaps we can exploit'
Competitors: Competitor A (targeting 2,500 keywords, DR 65), Competitor B (targeting 1,800 keywords, DR 58), Competitor C (targeting 3,200 keywords, DR 72)

2. Monday's Prompt

This positioning analysis prompt from Monday's insight will be processed by Tuesday's agents in Wednesday's workflow.

3. Run Multi-Agent Workflow

You'll see 5 AI agents: Data Collector → Messaging Analyzer → Position Mapper → Strategy Advisor → Insight Generator
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🔌Demo 2 of 4

MCP Tool Use Pattern

TOFU: LLM calls SEO tools via Model Context Protocol - see real tool execution

Automation Task

User query → LLM decides tool → Executes keyword_gap_analysis() → Returns structured data

Monitoring:Competitor X
ai-agent-terminal

Terminal ready. Run simulation to begin.

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🔍Demo 3 of 4

RAG-Based SEO Intelligence

MOFU: Search 100+ SEO documents with vector similarity

Search Query

"Search Historical Keyword Research"

Embed query → Search vectors → Retrieve chunks from Q3 keyword research docs → Generate answer with specific keywords and volumes

Document Sources:Q3 2024 Keyword Research Report (45 pages)Competitor A SEO Audit (28 pages)Competitor B Content Gap Analysis (19 pages)SaaS Industry SERP Analysis (33 pages)

RAG Vector Search Network

Embedding
Searching
Generating
Query
Vector
Documents
Result

Search Results

Run visualization to see results

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🛠️Demo 4 of 4

Multi-Tool SEO Orchestration

MOFU: Multiple SEO tools working together automatically

ROI Analysis

Orchestrator calls: ranking_tracker(500 keywords) + competitor_monitor(25 sites) + content_auditor(site) + serp_analyzer(top keywords) → All execute in parallel → report_generator(aggregate results) → alert_tool(significant changes)

Integrations:500 keywords tracked25 competitors monitoredSite audit (5,000+ pages)SERP analysis (50 top keywords)Automated reports generated
Manual Process

Time to Complete

240 min

Cost per Analysis

$850

Data Points Analyzed

150

Accuracy Rate

73.0%

Reports per Day

2

Error Rate

18.0%

Ready for Production SEO System?

We'll build your custom system: MCP tools (TOFU) → RAG search (MOFU) → Multi-tool (MOFU) → Multi-agent (BOFU). From demos to deployment in 8 weeks. Track 500+ keywords, monitor 25+ competitors, automate daily reports.

Book Architecture ReviewStart with MCP Tools (TOFU)
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