Machine-readable foundations
Crawl architecture, structured data, entity markup, and performance engineered for both classic search and LLM retrieval.
GSC API · GA4 · BigQuery
HGM / Search & marketing intelligence / Los Angeles
Search & marketing
intelligence
for the agentic web.
Own the intelligence layer. HGM engineers the search and marketing infrastructure AI answer engines and autonomous agents depend on — combining entity architecture, machine-readable content, and owned agentic systems into one coherent stack.
$0 platform licensing100% data ownership24/7 agentic orchestration
01 / Readiness
01—04Make your brand machine-legible.
Search is becoming an answer layer. HGM engineers the entity architecture, machine-readable content, and owned systems that make your brand trustworthy, citable, and actionable to machines.
Start the assessmentSearch & Marketing Intelligence Infrastructure Assessment
Find the gaps between your brand and the agentic web.
Score machine readability, entity architecture, AEO/GEO visibility, data infrastructure, and agent readiness in under 15 minutes. Get a phased implementation roadmap.
Get your roadmapSignal, quantified.
By the numbersInfrastructure that compounds.
$0Platform licensing fees
100%Data & entity ownership
5Google rating
24/7Agentic orchestration
02 / Featured platform
SchemaGraph
SchemaGraph is a specialized platform for the next era of technical search: Answer Engine Optimization (AEO), Generative Engine Optimization (GEO), and Knowledge Graph Validation. It builds the entity layer the agentic web reads from.
Entity relationship mapping
Schema.org validation
AEO/GEO readiness scores
AI-powered insights
Ready to become machine-readable? Join search professionals using SchemaGraph to earn citations from answer engines and autonomous agents. No setup fees — start free, upgrade when you need depth.
Explore SchemaGraph03 / Architecture
Legible · Trustworthy · ActionableFrom search engine
to answer engine.
The agentic web doesn't browse — it retrieves, reasons, and cites. HGM engineers the infrastructure that makes your brand legible, trustworthy, and actionable to machines.
Entity & intelligence layer
Connect Search Console, GA4, business data, and competitive signals into the semantic layer agents reason over.
Gemini · GAS · FastAPI
Agentic endpoints
Expose owned APIs, knowledge graphs, and automation so autonomous agents can query, transact, and act on your behalf.
Looker · Custom BI · APIs
Search & answer intelligence
Unified search performance views connecting GSC, GA4, content signals, and AI citation behaviour into one decision layer.
Intelligence · Real-time
Agentic workflows
Autonomous lead discovery, SEO auditing, outreach, and operational automation on Google Apps Script.
Automation · Scalable
Owned infrastructure
Self-hosted CRM, data pipelines, knowledge graphs, and logic layers that eliminate recurring SaaS licensing.
Owned · Zero fees
04 / Process
Assessment → Architecture → Build → OperateFour phases. One coherent intelligence stack.
Phase 01
Assess
We map your current data, APIs, semantic layer, and agent readiness to produce a scored readiness report and phased roadmap.
Phase 02
Architect
Design the target architecture: events, knowledge graph, entity model, agent orchestration, and observability.
Phase 03
Build
Implement owned systems — structured data, pipelines, APIs, agents — with human approval thresholds where judgment matters.
Phase 04
Operate
Run and supervise the agents, pipelines, and evaluations. The agentic-era equivalent of an agency retainer, on your infrastructure.
05 / Integrations
Google-native & modularBuilt on the stack
you already trust.
HGM's architecture uses Google-native APIs and modular logic, mapped to your current workflow and data environment. Nothing is locked behind a proprietary platform.
Search Console
GA4
BigQuery
Apps Script
Looker Studio
Gemini
FastAPI
Knowledge Graph
Schema.org
CRM / Webhooks
Cloud Run
Custom APIs
06 / Services
Infrastructure, not rented tools.From readiness
to managed operations.
HGM builds the infrastructure the agentic web retrieves, reasons over, and cites — from foundational architecture to fully managed agent operations.
Agentic Web Readiness Assessment
Evaluate data architecture, APIs, CRM, analytics, semantic architecture, conversion tracking, knowledge graphs, identity, permissions, automation maturity, and agent readiness.
Data Architecture · APIs · Knowledge Graphs · Automation Maturity
Marketing Intelligence Infrastructure Architecture
Cloud architecture consulting for marketing systems — design your data, semantic layer, APIs, events, knowledge graph, agent orchestration, and observability.
Data · Semantic Layer · APIs · Agent Orchestration
Agentic SEO & AEO Implementation
Not "AI content" — we build site architecture, entity architecture, knowledge graphs, structured data, content networks, machine readability, and AI search visibility.
Entity Architecture · Knowledge Graph · Structured Data · AI Search Visibility
Agentic Commerce Readiness
For retailers: product data normalization, product knowledge graphs, merchant semantics, UCP, ACP, schema, feeds, inventory APIs, and agent endpoints.
Product Data Normalization · Knowledge Graphs · Schema · Agent Endpoints
Agentic Advertising Infrastructure
Not PPC management — build the intelligence infrastructure autonomous advertising systems use to optimize customer acquisition. Includes offline conversions, enhanced conversions, CRM integration, lead-quality modeling, revenue feedback, predictive signals, campaign APIs, and governance.
Offline Conversions · CRM Integration · Campaign APIs · Governance
Managed Agent Operations
Recurring revenue model. HGM operates and supervises: agents, data pipelines, models, APIs, webhooks, automations, knowledge graphs, and evaluations. The agentic-era equivalent of an agency retainer.
Agents · Data Pipelines · Models · Knowledge Graphs
07 / Who it's for
Three profilesTeams building for the machine-readable web.
HGM is not a generic SEO package. It's infrastructure for teams who need their brand to be legible to answer engines, agents, and autonomous systems.
Profile 01
Growth & SEO leaders
You need visibility in AI answer engines, not just blue links. HGM builds the entity and content layer that earns citations from LLM retrieval systems.
Profile 02
Retail & commerce operators
You want agent-ready product data, merchant semantics, and inventory APIs so autonomous agents can surface and transact your catalog.
Profile 03
Technical founders & CTOs
You want owned infrastructure — self-hosted CRM, pipelines, knowledge graphs — instead of another recurring SaaS subscription.
08 / Featured application / Beta
Search
Intel OS
SEO · AEO · GEO intelligence
A search performance command center connecting GSC and GA4 data — including how answer engines and agents cite your brand.
01 · Signal from Search Console — captured
02 · Routing to Content Strategist — active
03 · Issue matched to SEO Agent — queued
04 · Human approval threshold — ready
05 · Outreach dispatched to 34 leads — complete
Own the economics.
Own the data.
Own the logic.
Enterprise SaaS platforms can carry substantial multi-year licensing costs. HGM builds an alternative: owned systems, custom logic, and controlled data.
Each service is engineered as a sovereign system — not a rented tool.
5 · Google reviews
Major CRM / marketing platforms — ongoing subscription, rented
Enterprise SaaS suites — ongoing subscription, rented
HGM-built architecture — $0 platform licensing, owned
Client reviews on Google
Extremely professional, helpful, timely, so organized and beyond qualified for building systems. A fantastic website.
Among the most professional, experienced, and thorough professionals I have worked with.
A game-changer for my business. Tailored SEO strategy delivered measurable results — traffic doubled.
09 / The economics
Rented vs. ownedWhat changes when you own the stack.
| Dimension | Rented SaaS platform | HGM-owned architecture |
|---|---|---|
| Platform licensing | Recurring monthly / annual | $0 — one-time build |
| Data ownership | Vendor-hosted, export-limited | 100% owned, portable |
| Logic & customization | Config within vendor limits | Custom, fully extensible |
| Agent readiness | Closed endpoints, if any | Owned APIs & graph |
| Lock-in | High — migration is costly | None — you run the system |
10 / From the field
Guides & resourcesNotes on the agentic web.
Field notes, architecture references, and playbooks on entity intelligence, AEO/GEO, and owned infrastructure.
Guide
AEO Architecture Guide
How to structure entity architecture and knowledge graphs for answer engine visibility.
Read moreGuide
Schema Markup Guide
The complete reference for structured data that machines actually read and cite.
Read moreGuide
SaaS vs. Owned Infrastructure
Why renting marketing platforms caps your upside — and what to build instead.
Read moreResource
AI Visibility Playbook
How to become the trusted answer across LLM retrieval and generative search.
Read moreResource
LLMs Crawler Handbook
Understand how AI crawlers retrieve, reason over, and cite your content.
Read moreGuide
Agentic AI Fundamentals
The concepts behind autonomous marketing systems and agent orchestration.
Read more11 / Before you build.
What's owned, what's automated, and where human judgment stays in control.
What is the agentic web, and why does it matter now? +
The agentic web is consumed by AI answer engines and autonomous agents rather than human browsers. These systems retrieve, reason over, and cite machine-readable content.
Will this integrate with my stack? +
Yes. HGM's architecture uses Google-native APIs and modular logic, mapped to your current workflow and data environment.
What happens after setup? +
You run the system with no recurring platform licensing. Optional support and maintenance are available when needed.
How is HGM different from a traditional SEO agency? +
HGM builds owned infrastructure — entity architecture, knowledge graphs, APIs, and agent orchestration — rather than renting tools. You own the data and the logic, and there are no recurring platform licensing fees.
What do AEO and GEO mean? +
AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) are the disciplines of making your brand legible, citable, and actionable to AI answer engines and generative retrieval systems — as distinct from classic search engine optimization.
Make the next move yours.