Methodology
SEO methodology library connecting first principles, systems thinking, decision intelligence, IA, governance, and operations.
Operator Mindset, Product Rigor, Technical SEO Depth.
Ten years as a deep analytical thinker and doer: Jake Labate builds scalable SEO systems and workflows, asking the piercing questions that drive systemic and technological progress, and keeping search programs resilient as discovery shifts toward AI-generated answers.
Career Timeline
Sr. Analyst Of SEO Product, SchemaCDN
- Owns product vision, roadmap, entity graph and infrastructure, plus AI-search and performance KPIs.
- Built SchemaCDN as an order-of-magnitude improvement in schema markup creation, deployment, and maintenance at scale.
Sr. Analyst Of SEO Product, Wayfair
- Led SEO data analysis and visualization practices through a first-principles framework.
- Redesigned the schema markup layer using a conditional schema markup framework methodology.
- Roadmapped an index coverage solution for enterprise sites (5M+ pages), addressing a long-standing industry challenge.
Hooray Agency
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Head of SEO 2024-2025
- Designed and developed the suite of SEO products and deliverables now offered by the agency.
- Invented a methodology to launch schema markup at scale, resulting in a 14% CTR increase.
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SEO Strategist (Lead) 2023-2024
- Delivered audits, strategy, implementation, and analysis for various clients.
SEO Freelance Consultant, Independent
- Resolved Direct Connect Auto indexing from 800k to 1.3M pages (+44%).
- Grew BitX Capital traffic from 800/month to 2,400/month (+300%).
- Ranked Start My Wellness #1 for multiple competitive medical keywords, adding ~1,500/month traffic (+50%).
Resume Snapshot
Ten years of SEO work across independent consulting, agency leadership, and enterprise product roles. Headline outcomes are below, with role-level detail in the work-history timeline above and the full resume embedded at the end of this section.
+44%
Page indexing growth (800k → 1.3M)
+300%
Traffic growth (800/m → 2,400/m)
+14%
SERP CTR gain from schema methodology
5M+
Enterprise pages analyzed and planned
What Jake Is Known For
Enterprise Search Systems
Translating SEO into product requirements and operational workflows for large-scale catalog and content environments.
Schema At Scale
Productizing structured data to make deployment and maintenance significantly faster and less error-prone.
AI Search Adaptation
Extending classic SEO into AI retrieval and citation dynamics so brands maintain discoverability in LLM-generated answers.
Data-Led Decisions
Building SEO measurement systems in BigQuery, GSC, GA4, and dashboards for clear prioritization.
SEO Innovations And Publications
Operating Principles
First Principles Thinking
Diagnose root constraints before prescribing tactics so teams fix systems, not symptoms.
Measurable Execution
Tie every recommendation to expected movement in crawl/index, traffic, CTR, and revenue-linked KPIs.
Cross-Functional Clarity
Translate SEO into product and engineering language teams can ship without ambiguity.
Skills, Tools, And Environment
- Search and AI skills: AI search, AEO and GEO, context engineering, enterprise SEO, and ecommerce SEO across PLPs and PDPs.
- Technical SEO: Crawling, indexing, site health, Core Web Vitals, page speed, and schema markup or structured data.
- Research and measurement: Keyword research, topic clustering, data analysis, data visualization, and A/B testing.
- Data stack: BigQuery, SQL, Looker, GA4, GSC, and Lighthouse.
- SEO tooling: Screaming Frog, SEMrush, Ahrefs, and Moz.
- AI and build stack: Various AI platforms, Claude Skills, Claude Code and Copilot, Cursor, Base44, Lovable, APIs, HTML, CSS, JavaScript, and various CMSs.