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.
* Figures represent results achieved in specific HGM client deployments and are not guaranteed for all engagements. † Refers to recurring licensing fees for HGM-built owned infrastructure only.
Search & Marketing Intelligence Infrastructure Assessment
Score your machine readability, entity architecture, AEO/GEO visibility, data infrastructure, and agent readiness in under 15 minutes. Get a phased implementation roadmap.
Make your brand machine-legible
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.
AI-powered visualization of your site's knowledge graph
The entity layer of the agentic web
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Entity Relationship Mapping
See how machines connect your entities across content, products, and locations -
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Schema.org Validation
Real-time validation and coverage analysis -
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AEO/GEO Readiness Scores
Quantified metrics for answer engine visibility -
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AI-Powered Insights
Automated recommendations and optimization suggestions
Ready to become machine-readable?
Join search professionals using SchemaGraph to earn citations from answer engines and autonomous agents. No setup fees, no subscriptions — just results.
From 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.
Machine-readable foundations
Crawl architecture, structured data, entity markup, and performance engineered for both classic search and LLM retrieval.
Entity & intelligence layer
Connect Search Console, GA4, business data, and competitive signals into the semantic layer agents reason over.
Agentic endpoints
Expose owned APIs, knowledge graphs, and automation so autonomous agents can query, transact, and act on your behalf.
Machine-readable foundation
Crawl architecture, structured data, entity markup, performance optimization, and analytics instrumentation.
Search & answer intelligence
Unified search performance views connecting GSC, GA4, content signals, and AI citation behaviour into one decision layer.
Agentic workflows
Autonomous lead discovery, SEO auditing, outreach, and operational automation on GAS.
Owned infrastructure
Self-hosted CRM, data pipelines, knowledge graphs, and logic layers that eliminate recurring SaaS licensing.
Engineering-led services
From readiness assessments to fully managed agent operations — we design and operate the search and marketing intelligence infrastructure your business needs to own its growth on the agentic web.
Agentic Web Readiness Assessment
Evaluate data architecture, APIs, CRM, analytics, semantic architecture, conversion tracking, knowledge graphs, identity, permissions, automation maturity, and agent readiness.
Marketing Intelligence Infrastructure Architecture
Cloud architecture consulting for marketing systems — design your data, semantic layer, APIs, events, knowledge graph, agent orchestration, and observability.
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.
Agentic Commerce Readiness
For retailers: product data normalization, product knowledge graphs, merchant semantics, UCP, ACP, schema, feeds, inventory APIs, and 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.
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.
Each service is engineered as a sovereign system — not a rented tool.
FEATURED APPLICATION / BETA
Search Intel OS
SEO · AEO · GEO intelligence platform connecting GSC and GA4 data into one search performance command center — including how answer engines and agents cite your brand.
Own the economics.
Enterprise SaaS platforms can carry substantial multi-year licensing costs. HGM builds an alternative: owned systems, custom logic, and controlled data — the intelligence layer the agentic web consumes.
“Extremely professional, helpful, TIMELY, so organized and beyond qualified for building systems. A fantastic website.”
— Natalie Ortega“Among the most professional, experienced, and thorough professionals I have worked with. The level of service truly sets them apart.”
— Michele“A game-changer for my business. Tailored SEO strategy delivered measurable results — traffic doubled.”
— Patricia B.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 the layer of the internet consumed by AI answer engines and autonomous agents rather than human browsers. These systems retrieve, reason over, and cite machine-readable content. If your entity architecture, structured data, and knowledge graph are incomplete, agents cannot confidently represent your brand.
Will this integrate with my stack?
Yes. HGM's architecture uses Google-native APIs and modular logic. During strategy engagement, we map to your current workflow and data environment.
Is this hard to manage?
The infrastructure is built as an owned system with clear handoff. Deployment and operational documentation are part of every engagement.
What happens after setup?
You run the system with no recurring platform licensing. Optional support and maintenance are available when needed.
Why not just use HubSpot?
If a workflow is strategically important, owning the data and logic provides a different long-term economic and operational model than renting a generalized platform.
How does agentic workflow work?
Autonomous lead discovery, Gemini-led auditing with intent scoring, and automated outreach — all orchestrated through owned infrastructure.
Make the next move yours.
Tell us where your current growth system breaks on the agentic web — search visibility, entity coverage, machine readability, reporting, lead generation, or infrastructure. We'll start with the architecture, not a generic package.