CMO Intelligence System

Real-Time Marketing
Analytics Layer

7 data platforms. 5 expert skills. 5 autonomous agents. One unified intelligence layer that gives your CMO 24/7 access to every marketing metric that matters.

7
MCP Platforms
5
Expert Skills
5
Agents
60+
Metrics Tracked
View February 2026 Report (Live Data)

7 MCP Platform Integrations

Direct API connections to every marketing platform. No third-party middlemen. Real-time data.

Connected

Google Analytics 4

Website traffic, user behavior, conversion tracking, audience insights, and real-time visitor data.

Sessions Users Conversions Real-time Funnels
Token Needed

Google Ads

Campaign performance, keyword data, quality scores, search terms, cost tracking. Read-only access.

Campaigns Keywords ROAS Quality Score Read-Only
Connected

Meta Ads

Facebook and Instagram campaign management. Full read/write: create, pause, update campaigns and creatives.

Campaigns Creatives Audiences A/B Tests Read + Write
Connected

Google Search Console

Organic search performance, keyword rankings, CTR, impressions, index coverage, and sitemaps.

Rankings CTR Quick Wins Index Status
OAuth

Semrush

Competitive intelligence, keyword research, domain analytics, backlink analysis, market positioning.

Competitors Keywords Backlinks Domain Overview
Token Needed

Microsoft Clarity

Session recordings, heatmaps, rage clicks, dead clicks, scroll depth, Core Web Vitals. 10 API calls/day limit.

Heatmaps Rage Clicks Scroll Depth Recordings
Token Needed

HubSpot CRM

Contact management, deal pipeline, engagement tracking, workflow automation, revenue analytics.

Contacts Deals Pipeline Workflows Read + Write

How Data Flows to the CMO

Every platform feeds into the Analytics Layer, which synthesizes and delivers intelligence on demand.

GA4 + GSC + Ads
Google Ecosystem
Meta + Clarity
Social + UX
Analytics Layer
Skills + Agents
HubSpot + Semrush
CRM + Intel
CMO
Decisions + Actions

5 Specialized Analytics Skills

Each skill is a deep domain expert with specific data source knowledge, analysis frameworks, and benchmarks.

SEO Analytics

GSC + Semrush

Organic search expert. Rankings, keyword opportunities, technical SEO audits, competitor analysis, and content performance.

rankings keywords organic traffic backlinks indexing quick wins

Paid Ads Analytics

Google Ads + Meta Ads

Performance marketing expert. Campaign optimization, budget allocation, creative analysis, ROAS tracking, and audience targeting.

campaigns ad spend ROAS CPA creatives targeting

Web Analytics

GA4 + Microsoft Clarity

Website performance expert. Traffic analysis, conversion funnels, UX insights from heatmaps and session recordings, Core Web Vitals.

traffic bounce rate funnels heatmaps rage clicks page speed

CRM & Pipeline

HubSpot

Revenue analytics expert. Pipeline health, deal velocity, lead source quality, engagement tracking, and revenue forecasting.

pipeline leads deals win rate forecast engagement

Cross-Platform Reporting

All 7 Platforms

Reporting director. Weekly/monthly reports, executive dashboards, channel mix analysis, full-funnel attribution, and budget optimization.

weekly report dashboard channel mix attribution executive summary

5 Autonomous Analyst Agents

Agents work independently to pull data, cross-reference sources, and deliver complete analyses. Deploy them for deep dives.

SEO Analyst

Deep organic search investigations. Autonomously pulls GSC + Semrush data, cross-references, identifies patterns.

  • Full SEO Audit
  • Keyword Ranking Investigation
  • Competitor SEO Comparison
  • Content Performance Analysis
  • Technical SEO Check

Ads Performance Analyst

Cross-platform paid media deep dives. Google Ads GAQL + Meta API. Budget, creative, and audience analysis.

  • Full Paid Media Audit
  • Budget Optimization
  • Creative Deep Dive
  • Search Terms Analysis
  • Platform Comparison

Web Analytics Analyst

Deep website performance analysis. Combines GA4 quantitative data with Clarity behavioral insights for full-picture UX intelligence.

  • Comprehensive Site Performance
  • Conversion Funnel Analysis
  • Landing Page Optimization
  • Traffic Source Deep Dive
  • User Behavior Investigation

CRM Insights Analyst

Pipeline and revenue intelligence. Deep HubSpot analysis connecting marketing activity to revenue outcomes.

  • Pipeline Audit
  • Lead Source Quality Analysis
  • Deal Velocity Investigation
  • Revenue Forecasting
  • Engagement Health Check

Cross-Channel Reporter

Orchestrates all 7 platforms into unified executive reports. Weekly, monthly, and on-demand marketing intelligence.

  • Weekly Marketing Report
  • Monthly Marketing Report
  • Executive Dashboard
  • Channel Mix Analysis
  • Full Funnel Report

8 Response Patterns

The Analytics Layer adapts its response format to match the CMO's intent automatically.

Quick Pulse
"How are we doing?"
3-5 key metrics with trend arrows. Under 30 seconds to read. Immediate snapshot across channels.
Deep Dive
"Break down our SEO performance"
Deploys specialist agent. Full structured analysis with tables, comparisons, insights, and recommendations.
Investigation
"Why did traffic drop last week?"
Root cause analysis: observation, timeline, contributing factors ranked by impact, diagnosis, fix.
Competitive Intel
"How do we compare to [competitor]?"
Side-by-side domain comparison, keyword gaps, content gaps, backlink analysis, opportunities.
Reporting
"Weekly report"
Full cross-platform report: traffic, SEO, paid media, UX, pipeline. Executive summary + detailed sections.
Action
"Pause that Meta campaign"
Confirm action, execute via MCP, report result. Meta + HubSpot have write access. Google Ads is read-only.
Research
"What keywords should we target?"
Data-driven research: scope, findings, opportunities ranked by potential, recommended strategy.
Forecasting
"Forecast pipeline for Q2"
Data-backed projections with stated assumptions, best/expected/worst scenarios, tracking plan.

60+ Metrics Across 7 Platforms

Every metric has a single source of truth. The Analytics Layer knows which platform to query for what.

CMO Question Source Key Metrics Response Type
"How's the site doing?" GA4 Clarity Sessions, engagement rate, bounce rate, UX signals Quick Pulse
"How are our ads performing?" Google Ads Meta Spend, ROAS, CPA, conversions by platform Quick Pulse
"How's our SEO?" GSC Semrush Rankings, impressions, CTR, keyword positions Deep Dive
"What are competitors doing?" Semrush GSC Domain comparison, keyword gaps, backlinks Competitive Intel
"How's the pipeline?" HubSpot Deals by stage, velocity, win rate, forecast Deep Dive
"Where are leads coming from?" GA4 HubSpot Source attribution, lead quality, channel ROI Investigation
"What's converting?" GA4 Clarity HubSpot Conversion funnels, UX friction, close rates Deep Dive
"Give me the weekly report" GA4 GSC G.Ads Meta Clarity HubSpot Full dashboard across all channels Report
"What should we focus on?" GA4 GSC G.Ads Meta Semrush HubSpot Cross-channel opportunity analysis Strategic

File Structure

Everything the Analytics Layer needs to operate as the CMO's 24/7 intelligence system.

Analytics Layer/ CLAUDE.md -- Master brain: CMO interaction rules DATA_DICTIONARY.md -- 60+ metrics mapped across 7 platforms CMO_INTERACTION_GUIDE.md -- 8 response patterns for every request type SETUP_GUIDE.md -- MCP server installation + auth .mcp.json -- 7 MCP server configurations .claude/ skills/ seo-analytics.md -- GSC + Semrush expertise paid-ads-analytics.md -- Google Ads + Meta Ads expertise web-analytics.md -- GA4 + Microsoft Clarity expertise crm-pipeline-analytics.md -- HubSpot CRM expertise cross-platform-reporting.md -- Unified dashboard generation agents/ seo-analyst.md -- Autonomous SEO investigator ads-performance-analyst.md -- Autonomous paid media analyst web-analytics-analyst.md -- Autonomous site performance analyst crm-insights-analyst.md -- Autonomous pipeline analyst cross-channel-reporter.md -- Autonomous multi-platform reporter