LIVE DEMO — STARK INDUSTRIES

What if your SEO team
never slept?

We replaced a manual SEO workflow with 10 coordinated AI agents.
They run twice a week, automatically — finding opportunities, generating content, building links, and learning from results. Here’s the system.

10
AI Agents
0
Tasks Generated
Per Week
The Problem

SEO done wrong is
expensive, slow, and generic.

Most companies either pay agencies that run the same template playbook for every client, or drain their own team — content writers, devs, and analysts all pulled into recurring, structured work that a machine should be doing.

✕ How Most Teams Do It
SEO is highly technical — requires expertise most marketing teams don’t have in-house
Agencies charge a premium for generic analysis — same playbook regardless of your business
Data lives in 4 disconnected tools — GSC, Ahrefs, GA4, PageSpeed never talk to each other
Results take 6–12 months — hard to justify investment before ROI appears
GEO / AEO is unknown territory — you know you need it, but not where to start
Team bandwidth drained: content writers, devs, and analysts all pulled into SEO tasks
✓ How This System Works
Runs daily or weekly — as often as you need, no human required to trigger it
Custom-trained on your competitors, personas, and business context — not a generic template
One Data Agent pulls all sources into a shared cache — every analyst sees the same picture
Compounds with every run — 7 runs in, the system knows what works for your domain
Dedicated GEO/AEO agent optimizes for AI Overviews, ChatGPT, and Perplexity citations
Agents generate suggestions only — team reviews and approves before anything goes live
The System

A fully automated pipeline.
No human in the loop between runs.

Every week, the system completes all 5 phases without stopping. From raw data to Slack notification in one unattended run.

📡1
Collect
GSC, GA4, Ahrefs MCP, PageSpeed — all cached for the week
🔍2
Analyze
8 specialist agents each examine a different angle, writing proposals to a shared buffer
👑3
Orchestrate
COO agent reads all proposals, resolves conflicts, scores by impact ÷ effort
✍️4
Execute
Content drafts auto-generated. Technical changes routed to human teams
📚5
Learn
Results measured. System updates its strategy — every run builds on the last
Cadence
On-demand or scheduled — run daily, twice weekly, or any cadence you need
Data Sources
Ahrefs MCP · Google Search Console · GA4 · PageSpeed API
Human Touchpoints
Agents suggest, humans approve — every change is reviewed before anything goes live
The Team

10 agents.
One coordinated team.

Each agent has a defined scope and data contract. No agent overwrites another’s work. The Orchestrator is the only one with write access to the master database — every other agent writes to a proposals buffer first. After every run, each agent’s summary is posted to Slack automatically — keeping the team in the loop without a single status meeting. Click any agent to learn more.

👑 ORCHESTRATOR 📡 DATA 🔍 KEYWORD TECHNICAL 🤖 GEO/AEO 🎯 COMPETITORS ✍️ CONTENT 🔗 LINKS 🤖 AI-READY 📚 LEARNING
📡
Data Agent
Fetches GSC, GA4, PageSpeed, Ahrefs — caches for all agents
🔍
Keyword Agent
ROI-scores opportunities, maintains glossary backlog
Technical Agent
Audits Core Web Vitals, schema, crawl errors, 404s
🤖
GEO / AEO Agent
Optimizes for Google AI Overviews, ChatGPT, Perplexity
🎯
Competitor Agent
Monitors SERP movements, content gaps, backlink changes
✍️
Content Agent
Generates drafts, meta descriptions, optimization briefs
🔗
Link Building Agent
Finds opportunities, drafts outreach, writes guest posts
👑
Orchestrator (COO)
Merges proposals, resolves conflicts, drives action queue
Live Output

7 pipeline runs later.

This is the actual output — tracked, prioritized, and acted on.

ℹ️ Illustrative data — indicative of real methodology results
📊 Live demo — Stark Industries is a fictional company. All metrics, content, and data are illustrative of real methodology results.
Performance Trends
5 weeks of organic search performance, measured each Monday.
Weekly Organic Sessions
12-week view — agents deployed at week 6
Before After agents
9K 7K 5K 3K Agents deployed W1 W2 W3 W4 W5 W6 W7 W8 W9 W10 W11 W12
Baseline avg: ~5.1K/wk
Week 12: ~8.2K/wk
Uplift: +60%
Illustrative — indicative of real methodology results
6,301
Feb 7
6,800
Feb 14
7,100
Feb 21
7,400
Feb 28
8,182
Mar 7
4-week growth: +29.9% (6,301 → 8,182 sessions)Accelerating
33
Feb 7
38
Feb 14
42
Feb 21
48
Feb 28
57
Mar 7
4-week growth: +72.7% (33 → 57 conversions)Strong
6,980
Feb 7
7,200
Feb 14
7,500
Feb 21
8,393
Feb 28
8,900
Mar 7
4-week growth: +27.5% (6,980 → 8,900 clicks)Growing
12.5
Feb 7
12.1
Feb 14
11.8
Feb 21
11.5
Feb 28
11.2
Mar 7
Average position (lower is better): 12.5 → 11.2Improving
Ahrefs Intelligence
Backlink profile, keyword rankings, and organic competitor data from Ahrefs (March 12, 2026 — 147,100 units remaining).
64
Domain Rating
10,530
Organic Traffic
2,002
Keywords
446
Top 3 Keywords
14,927
Backlinks
1,937
Referring Domains
Top Pages by Traffic
Ahrefs Data
URLTrafficTop KeywordKeywords
/2,100stark-industries446
/glossary/what-is-commodity-trading/1,754what is commodity trading85
/glossary/what-is-vessel-tracking/1,223vessel tracker120
/glossary/what-is-a-crude-oil-tanker/1,114oil tanker95
/glossary/what-is-a-bill-of-lading/580bill of lading70
/glossary/what-is-the-suez-canal/420suez canal55
/glossary/what-is-ais-vessel-tracking/380ais vessel tracking65
/glossary/what-is-freight-transport/350freight transport40
/glossary/what-is-a-consignee/310consignee30
/blog/russian-shadow-fleet/290russian shadow fleet45
Traffic Value: $6,434/mo equivalent in paid searchGlossary pages dominate organic traffic
Backlink Profile
1,937 Referring Domains
Referring DomainDRType
youtube.com99Video embed / mention
wikipedia.org97Citation
github.com96Code reference
forbes.com94Press mention
nytimes.com94Press mention
linkedin.com93Social share
reuters.com93Press mention
bbc.co.uk92Press mention
medium.com90Blog reference
gcaptain.com72Industry press
Link distribution: Homepage dominates referring domain profile | Content hub pages gaining authority
Anomalous Backlink Pattern Detected
Cluster of low-quality domains with identical anchor text pattern detected. These are likely spam/PBN links. Action required: Review and submit disavow file via Google Search Console.
Geographic Distribution
Top 5 Countries
United States
10,530
India
4,294
United Kingdom
2,082
Philippines
1,531
Canada
729
Agent Roster
10 specialized AI agents, each handling a different aspect of search optimization.
👑
Orchestrator
Prioritizes tasks, assigns to teams, tracks progress
Last run: Mar 8
🔌
Data Utility
Fetches data from Google Search Console, Analytics, PageSpeed
Last run: Mar 8
🔎
Keyword Research
Finds keyword opportunities, tracks ranking changes
Last run: Mar 8
🎯
Competitor Analysis
Monitors competitors, finds content gaps and threats
Last run: Mar 8
🤖
AI Answer Optimizer
Ensures content appears in AI search results (Google AI, ChatGPT)
Last run: Mar 8
Technical Audit
Checks page speed, mobile usability, crawl errors
Last run: Mar 8
✎️
Content Generator
Creates blog posts, glossary entries, landing pages
Last run: Mar 1
🔗
Link Building
Discovers link opportunities, drafts outreach emails
Last run: Mar 8
🤖
Agent Readiness
Ensures AI assistants can navigate and understand the site
Last run: Mar 8
📚
Learning Agent
Tracks algorithm updates, evolves strategies over time
Last run: Feb 25
Keyword Rankings
30 tracked search terms — where Stark Industries appears in Google results. 4 position decline alerts, 5 zero-click keywords.
KeywordPositionTrendImpressionsClicksCTRCluster
cuba news#1🔥 Viral (declining)~800~150~19%Trending
deceptive shipping practices#1▶ Stable~60~6~10%Core Product
ais spoofing~2▲ Strong~15~2~10%Core Product
dark fleet~2▲ Improving~4.5K~100~2%Dark Fleet
maritime domain awareness~3▶ Stable~1.2K~45~4%Core Product
maritime~4▶ Zero-click~60K~55~0.1%Informational
maritime action plan~4▲ Trending~2K~100~5%Government
supply chain disruptions~4▶ Stable~500~8~2%Commercial
kyv (know your vessel)~5▼ CTR gap~12K~20~0.2%Core Product
bill of lading~5▶ Stable~4.5K~10~0.2%Shipping
port state control~5▲ Improved~600~5~1%Government
unmanned surface vehicle~5▼ CTR gap~24K~30~0.1%Government
consignee~6▶ Zero-click~12K~1~0%Shipping
commodity trading~8▶ Stable~8K~30~0.4%Commercial
oil tanker~8▶ Stable~60K~150~0.2%Shipping
shadow fleet ALERT~8▼ Declining~75K~270~0.4%Dark Fleet
vessel tracking~8▲ Recovering~5K~18~0.4%Core Product
eta full form~8▶ Zero-click~14K~2~0%Informational
russian shadow fleet~10▼ Borderline~1.2K~25~2%Dark Fleet
marine insurance~12▼ Borderline~4K~35~1%Shipping
sanctions compliance~13▼ Weak~60~0~0%Sanctions
container tracking~14▼ Weak~5.5K~18~0.3%Shipping
marine compliance software ALERT~15▼ Dropped top→page 2~300~0~0%Sanctions
ais ship tracking ALERT~47▼ Emergency~800~27~3%Core Product
gps jamming shipsTrending🔥 SpikeSurgingHighHighTrending
iran war maritimeTrending🔥 SpikeSurgingHighHighTrending
strait of hormuz shippingTrending🔥 SpikeEmergingN/ATrending
gps jamming maritimeTrending🔥 SpikeEmergingHighTrending
maritime trade NEW#1▲ Strong~1.4K~130~10%Ahrefs New
freight transport NEW#1▲ Strong~5.5K~270~5%Ahrefs New
maritime ai NEW#1▲ Strong~150~50~35%Ahrefs New
maritime compliance software NEW#1▲ Strong~150~60~40%Ahrefs New
naval blockade NEW#1▲ Strong~4K~55~1%Ahrefs New
Task Pipeline
128 tasks identified by agents, prioritized by business impact and urgency. 26 new tasks added this cycle.
By Status
114
37
12
Completed (114)
Approved & Ready (37)
Pending Approval (12)

114 of 163 tasks completed — 49 tasks pending across Dev, Content, and Marketing teams. 26 new tasks added this cycle.

By Team
Content Team
80
Dev / External
28
Marketing
17
Webmaster
3
98
CRITICAL: Investigate brand term ranking collapse
Pending Dev
97
URGENT: Bloomberg TV reporter follow-up within 48 hours (GPS jamming story)
Approved Marketing
96
ESCALATE: The Wall Street Journal outreach — dark fleet data source pitch
Approved Marketing
96
CRITICAL: Create Strait of Hormuz crisis hub page
Approved Content
96
URGENT: Nurture media relationship — ongoing crisis data partnership
Approved Marketing
96
URGENT: Publish 3 sector-specific Hormuz crisis blogs
Approved Content
95
CRITICAL: Fix product page 404 (3rd audit flag, overdue)
Pending Dev
95
URGENT: Recover core product keyword ranking (dropped significantly)
Approved Content
95
CRITICAL: Fix glossary page 404 — set up 301 redirects
Pending Dev
94
CRITICAL: 301 redirect for broken solutions page (404)
Pending Webmaster
Competitor Landscape
7 competitors tracked across search rankings, media citations, and content strategy.
Competitor A
Maritime Data Platform
Primary Threat
Cited 7+ times in major media for crisis data. Published large-scale shadow fleet research report. Media citation gap widening.
Competitor B
Maritime Intelligence SaaS
Active Threat
Continued PR momentum across 10+ industry outlets. Launched new compliance verification product. Content hub competing with Stark Industries glossary.
Competitor C
Maritime Risk Analytics
Emerging Threat
Expanding into new verticals. Secured major data partnership. Dark vessel detection case study published. Raised significant funding.
Competitor D
Vessel Tracking Platform
Active Competitor
Significant branded query overlap — branded queries hitting Stark Industries pages with 0 clicks. Recently acquired by Competitor A, increasing combined threat.
Competitor E
Maritime Intelligence Group
Monitor
NEW: Appearing in key detection SERPs. Published platform case studies. Added to tracking this cycle.
Competitor F
Vessel Valuation Platform
Low Threat
No new content published this period. Focused on valuation data product. Minimal keyword overlap.
Organic Search Competitors via Ahrefs
Global Shipping Co.
Logistics & Freight
DR 80+
350+ common keywords • 150K+ organic traffic/mo • Dominant in shipping logistics terms.
Freight Platform A
Freight Rate Marketplace
DR 70+
230+ common keywords • 50K+ organic traffic/mo • Strong in freight and shipping cost terms.
Freight Platform B
Logistics Marketplace
DR 70+
220+ common keywords • 35K+ organic traffic/mo • Competes on logistics glossary terms.
Competitor D
Vessel Tracking Platform
DR 80+
140+ common keywords • 230K+ organic traffic/mo • Dominates vessel tracking and AIS terms.
Maritime Publisher A
Maritime Content Site
DR 70+
175+ common keywords • 40K+ organic traffic/mo • Major content competitor for maritime glossary.
Current Status
Summary of wins and areas that need attention this week.

What’s Working

  • Crisis content cluster driving 500+ daily sessions combined
  • GPS jamming blog (highest single blog traffic this period)
  • Bloomberg TV cited Stark Industries for GPS jamming data — highest-value media win
  • Crisis news blog: strong sessions and high engagement rate
  • Government-intent keyword: position ~4, ~5% CTR
  • gCaptain hosting regular Stark Industries intelligence reports (de facto partnership)
  • TradeWinds syndicated dark fleet + reflagging articles (2 backlinks)
  • Sitemap accessibility improved 8% to 75%
  • AI Fitness average 79/100 across 8 audited pages
  • Core owned keyword: position #1 (stable)

Needs Attention

  • Competitor A launched new risk scoring product — THREE-WAY race, Stark Industries absent from conversation
  • Competitor A gaining predictive compliance narrative, Stark Industries has ZERO — gap widening
  • Competitor C raised significant funding — threat level UPGRADED
  • J. Parker follow-up overdue — send data package TODAY
  • 3 active 404s (Day 4+) on product and glossary pages
  • Homepage LCP critical (CRITICAL — target <2.5s)
  • 114 of 163 tasks completed — 49 tasks pending across Dev, Content, Marketing
  • 14 outreach emails sent this month — 3 media responses pending
  • Technical health: 68/100 (−2 this run)
  • AI readiness: 59/100 (flat — no recs implemented)
System Health
Diagnostic check from March 12, 2026 — MOSTLY HEALTHY
100
Agent Skills
13/13 skills present and loadable
95
Integrations
Slack, Python, Google APIs all working
95
Configuration
All config files valid, 57 learned strategies
91
File System
10/11 master files present. 1 missing.
65
Data Freshness
GSC: 403 error. Ahrefs: 401 auth. GA4 + sitemap OK.
90
Sheets Sync
Google Sheets MCP connected. Dashboard syncing.
  • CRITICAL: Fix 3 active 404s NOW (product + glossary pages) — compounding ranking loss daily
  • CRITICAL: Fix homepage LCP — defer third-party marketing scripts to after-paint, add preconnect hints
  • HIGH: High-impression page meta title fix — massive impressions at very low CTR; single highest-ROI change on site
  • HIGH: Chatham House data pitch — 35 days stagnant, crisis window closing THIS WEEK
  • HIGH: J. Parker follow-up data package — overdue, journalist relationship degrading
  • Dark fleet FAQPage schema — 3-agent consensus, proven +30-40% AI extraction
  • Address remaining task backlog: 49 tasks pending execution across teams
Blog Draft
Content Agent output — triggered by top-priority crisis opportunity, ready for content team review.
📄 Demo content — illustrative example of AI Agent output. Not real intelligence data.
Content Agent — Run #7 • Priority Action
Trigger: “Strait of Hormuz” spiking — no hub page exists
“Strait of Hormuz shipping” + “Iran war maritime” both trending in keywords data. Stark Industries has topic authority but zero dedicated hub. Competitors already ranking. Orchestrator score: 96/100 — highest in action queue.
Action
Draft recovery article
Status
✓ Ready for review — 912 words
Title Tag (59 chars)
Strait of Hormuz Crisis Hub 2025: Live Intelligence
Meta Description (157 chars)
Live intelligence on Strait of Hormuz shipping disruptions. 21M barrels/day at risk — AIS vessel tracking data, incident timeline, and supply chain implications.
Target Keywords
strait of hormuz shippingiran war maritimehormuz shipping disruptionoil tanker risk 2025
Schema
NewsArticle + SpecialAnnouncement + FAQPage • Crisis urgency signals boost AI extraction
✍ Content Agent Draft — awaiting editorial review before publication
Live Intelligence
THREAT LEVEL: ELEVATED — STRAIT OF HORMUZ
Last updated
Mar 12, 2026 • 08:14 UTC
IRAN U.A.E. OMAN PERSIAN GULF GULF OF OMAN STRAIT OF HORMUZ ⚠ ELEVATED THREAT ZONE 21M BBL/DAY TRANSIT N Active vessel Risk-flagged AIS-dark Westbound 28 VESSELS
21M
Bbl/Day Transit
17%
Global Oil Demand
28
Risk-Flagged Vessels
More Incidents Q1 2025

Strait of Hormuz Crisis Hub: Live Intelligence on the World’s Most Critical Oil Chokepoint

✍ Content Agent • Mar 12, 2026 TrendingCrisis WatchMaritime Intelligence

Approximately 21 million barrels of oil move through the Strait of Hormuz every day — 17% of global consumption, through a waterway just 21 nautical miles wide at its navigable channel. When that corridor is threatened, energy markets, insurers, and compliance teams across four continents respond within hours. This hub consolidates the current intelligence picture: vessel risk levels, incident timeline, and operational implications.

Incident Timeline — Q1 2026
Mar 11, 2026
VLCC [Alpha]: 12h AIS dark near Khasab
Aframax tanker went dark in STS-prone anchorage. Satellite cross-check detected no position. Pattern consistent with unreported cargo transfer.
Mar 5, 2026
IRGC missile exercise within 18nm
Anti-ship missiles fired inside shipping lane exclusion zone. 7 vessels altered course. Lloyd’s underwriters placed strait on watch list.
Mar 1, 2026
USS Lincoln carrier group enters Gulf
Carrier Strike Group 9 deployed east of strait. US deterrence posture in effect. Shipping companies briefed.
Feb 22, 2026
GPS jamming: 3 tankers report disruption
Position integrity failures near Abu Musa Island. AIS cross-validated against SAT feed showed ~4nm position error.
Feb 14, 2026
IRGC shadows Suezmax convoy for 6h
3 IRGC fast boats tracked convoy in Iranian waters. No boarding. Considered escalation-level provocation.
Vessel Risk by Class
VLCC TankersHIGH
Primary strategic target. Cargo value and symbolic impact make these highest-priority for IRGC interdiction scenarios.
LNG CarriersELEVATED
Any incident triggers European energy market response within hours. Outsized political leverage per vessel.
Suezmax / AframaxELEVATED
Multiple vessels already shadowed this quarter. AIS dark events concentrated in this class. VLCC [Alpha] incident: this class.
Dry Bulk / ContainerMODERATE
Not primary targets. Impact comes through war-risk insurance premium escalation and route diversion costs.
Strategic Assessment

The Strait Cannot Be Closed — But It Can Be Made Uninsurable

Iran’s strategic calculus has never been outright closure of the Hormuz, which would trigger immediate multilateral military response. The more effective playbook is sustained harassment: IRGC fast-boat shadowing, GPS jamming near Abu Musa Island, and periodic AIS-dark incidents that force Western war-risk underwriters to upgrade their threat models.

When Lloyd’s Joint War Committee updates its listed areas, war-risk premiums can increase 10–20× overnight. A premium shock of that magnitude reroutes tankers around the Cape of Good Hope — adding 15 days and roughly $4M per voyage. Economic disruption is achieved without a single vessel seizure. This is the scenario we are currently tracking as most likely.

Frequently Asked Questions — optimized for AI Overviews and featured snippets
What percentage of world oil passes through the Strait of Hormuz?
Approximately 17% of global daily oil consumption — around 21 million barrels per day — transits the Strait of Hormuz. This makes it the world’s most critical oil chokepoint. Any significant disruption produces immediate price responses in global crude markets, as alternative routes add 2–3 weeks to voyage times.
How does AIS tracking detect vessels behaving suspiciously in the Strait of Hormuz?
By comparing satellite AIS data against terrestrial receivers and behavioral models, analysts can identify deliberate dark periods, position spoofing signatures, and route anomalies that indicate risk activity even when transponders appear active. Platforms like Stark Industries cross-reference these signals against ownership graphs and port call history to generate risk scores before vessels reach your supply chain.
What should compliance teams do if a counterparty vessel transited the Strait of Hormuz recently?
Request AIS history for the 30 days preceding the transaction. Flag any dark periods exceeding 6 hours in restricted waters. Verify the last port of call against OFAC designated port lists. For any vessel that transited the Strait in the past 90 days, conduct a full 7-layer beneficial ownership check before finalizing. During elevated-threat periods, also validate current P&I coverage status.
🤖 Content Agent Notes
Internal links to add: /vessel-tracking, /ais-spoofing, /dark-fleet, /sanctions-compliance, /maritime-domain-awareness
Hub update cadence: Recommend refreshing incident timeline each pipeline run while crisis is active. Agent will auto-append new incidents.
Schema applied: NewsArticle + SpecialAnnouncement + FAQPage — crisis urgency signals may qualify for Google Top Stories carousel
CTAs suggested: “Request a Briefing” (government persona, above FAQ) + “Request a Demo” (commercial, after risk table)
Slack posted: Summary + hub link sent to #seo-team, #content-team, and #intelligence-team on completion
Open Source

Deploy this for your own site.

The full system — agents, scripts, dashboard — is open-source and MIT licensed. Replace the example context with your domain. Run your first pipeline in an afternoon.

🚀 Get your personalized CLAUDE.md
Drop your email and domain — we’ll generate your starter file instantly.
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As-Is Disclaimer: This template is provided for informational and educational purposes only. No warranties, express or implied, are made regarding its accuracy, completeness, or fitness for any particular purpose. You use it entirely at your own risk.

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