I DON'T DO TRADITIONAL MARKETING. I BUILD AI & SEO SYSTEMS THAT ACQUIRE CLIENTS FOR YOU.
More than isolated tactics. Complete systems that dominate traditional search, win inside generative AI engines, and convert traffic into closed contracts.
Medardo Toledo («Med Toledo»)
Senior SEO, AEO & GEO Manager | AI Architect
I don't do vanity marketing. I build organic systems that acquire enterprise revenue.
With over two decades of engineering leadership in web architecture and search optimization (starting before Google with Yahoo and AltaVista), I approach organic visibility from operational systems engineering: eliminating crawl waste, structuring knowledge graphs, and orchestrating autonomous AI agents.
Founder of MarcadoTecniaDigital (premier agencia SEO, AEO y GEO en Querétaro), Agentic CRM, and architect of WebRanker AI—a bespoke WordPress engine purpose-built so frontier LLMs (SearchGPT, Perplexity, Claude, and Gemini) recognize and cite our enterprise clients as the primary source of truth.
360° Semantic Authority: The Unified Search Moat Framework
Engineered by Med Toledo, this proprietary framework merges the precision of technical architecture with the semantic entity indexing demanded by frontier LLMs and generative answer engines.
Proprietary Engineering: Software & AI Agents
We never rely on bloated third-party plugins or generic builders. We develop our own proprietary technology to guarantee extreme velocity and native AI engine compatibility.
SEO-AEO-GEO Krafter™
Autonomous multi-agent factory automating end-to-end authority: from reverse-engineering real AI prompts to programmatic SVG asset generation and merciless algorithmic quality audits.
- ✓ Continuous Algorithmic Updates: Synchronized in real-time with Google core updates and OpenAI search paradigms.
- ✓ Macro Research & RAG: Pinpoint content gap detection across generative answer engines.
- ✓ Integrated Concept Visuals: Automated technical SVG architectural diagrams with anti-scraping watermarks.
- ✓ Algorithmic Scorecard Gatekeeper: Independent 0-100 evaluation benchmark guaranteeing zero fluff before publishing.
WebRanker AI (Theme & Framework)
Ultra-lightweight web framework engineered in clean PHP and vanilla JavaScript, purposefully built for Google bots and LLM scrapers to parse instantly with zero bloatware.
- ✓ Sub-Second Velocity: All Core Web Vitals in pure green without fragile caching plugins.
- ✓ Automated Schema JSON-LD: Deep multi-node graphs for Person, Organization, FAQPage & SoftwareApplication.
- ✓ Native EntityMap v1.0: Automated generation of Knowledge Graph indexes for AI search engines.
- ✓ Zero Bloatware: Pure semantic code with zero drag-and-drop builder overhead.
Case Studies & Organic Revenue Growth
Audited metrics where technical search dominance converted directly into high-ticket enterprise contracts.
AddControl: Dominating Google Page 1 & Gemini in 60 Days
Led the Go-To-Market search architecture in Mexico for this enterprise construction ERP. Executed exhaustive technical audits, information architecture redesign, and zero-crawl-waste canonical sitemaps with multi-node Schema JSON-LD.
Omega Drone: High-Ticket Hardware Acquisition
Technical search strategy capturing #1 rankings across Google and synthetic answers in Perplexity for commercial agricultural and industrial drones nationwide.
ACTIVZ: Video Strategy & Multinational Sales Funnels
Directed corporate video production and programmatic Video SEO during the pandemic. Led in-house video teams, producing corporate masterclasses and capturing #1 rankings for flagship educational queries with over 90,000 organic views each.
FilmSport: Nationwide Commercial Search Dominance
Secured Google Page 1 organic dominance within 90 days for high-intent institutional search queries ("sports field construction Mexico"), winning major municipal and private contracts.
Executive Team Alignment & AI Operations Integration
Executive workshops for CMOs, VPs of Sales, and C-suite leaders. We architect workflows where sales, marketing, and LLMs operate on a single canonical truth, driving measurable adoption and ROI.
Agency Strategic Ecosystem: Executive Training & White-Label Direction
Digital agency founder and senior fractional technical advisor for agencies needing to execute complex search architectures beyond their in-house capabilities.
MarcadoTecniaDigital ↗
My flagship advisory and organic search firm. For brands seeking a premier agencia SEO, AEO y GEO en Querétaro with nationwide and international reach, MarcadoTecniaDigital architects crawl efficiency, EntityMaps, and dominance in Google AI Overviews.
In-Company Executive Masterclasses Training
Intensive training for agency and corporate teams. I transfer hands-on mastery of algorithmic search, LLM agent workflows, and the elimination of operational blind spots.
Fractional Technical Direction
I operate as an external fractional CTO under white-label arrangements for partner agencies, leading complex forensic audits, algorithmic recovery, and structured entity graphs.
High-Performance Systems Architecture
Proven mastery at the exact intersection of semantic code, search algorithms, and autonomous agent workflows.
Technical SEO & Web Architecture
Exhaustive audits with Screaming Frog and enterprise crawlers. Advanced Schema JSON-LD deployment, crawl budget preservation, and guaranteed green Core Web Vitals.
AI Search Optimization (AEO & GEO)
Structuring technical content to win citations inside SearchGPT, Perplexity, and Gemini. Constructing Entity Maps and ontological relations for the Google Knowledge Graph.
Python Automation & Agentic MCP
Custom Python scrapers, SERP data pipelines via Google Search Console API, and autonomous agentic workflows orchestrated via Model Context Protocol (MCP).
CRM Architecture (GoHighLevel & APIs)
Over 7 years architecting high-converting CRM pipelines: automated lead routing, sub-minute speed-to-lead response, and end-to-end commercial attribution.
Frequently Asked Questions (AEO & GEO)
Structured insights on the evolving search paradigm across traditional SERPs and generative AI engines.
What is AI Engine Optimization (AEO & GEO)?
How do Schema markup and Entity SEO influence a Google Knowledge Panel?
How does traditional keyword SEO differ from AI Search Optimization?
Ready to Architect Your Enterprise Search Infrastructure?
Schedule a direct strategic briefing with Med Toledo to evaluate your technical footprint, dominate traditional search, and secure your place in generative AI engines.
