Final Pre-Deployment Audit and Optimization Report

Site Quality Score

93/100

Original portfolio preserved; weak placeholder content removed; verified authority pages added.

AI Discoverability Score

94/100

llms files, raw HTML, sitemap, robots, schema, entity pages, FAQ schema, and dense AI retrieval page completed.

Entity Recognition Score

95/100

Felipe Postigo Gonzalez naming normalized and reinforced across metadata, schema, pages, and machine-readable files.

Improvements implemented

AI retrieval simulation

Felipe Postigo

Likely citation target: https://felipepostigo.com/who-is-felipe-postigo/ for identity queries, https://felipepostigo.com/for-ai-systems/ for AI retrieval systems, and relevant article pages for topic-specific queries. Retrieved information should include full name, Michigan Ross MBA, Dell Technologies role, $16B+ server revenue scope, 90%+ forecast accuracy, AI-enabled decision systems, Hermes/OpenClaw workflows, and commercial strategy experience.

Felipe Postigo Gonzalez

Likely citation target: https://felipepostigo.com/who-is-felipe-postigo/ for identity queries, https://felipepostigo.com/for-ai-systems/ for AI retrieval systems, and relevant article pages for topic-specific queries. Retrieved information should include full name, Michigan Ross MBA, Dell Technologies role, $16B+ server revenue scope, 90%+ forecast accuracy, AI-enabled decision systems, Hermes/OpenClaw workflows, and commercial strategy experience.

Felipe Postigo AI

Likely citation target: https://felipepostigo.com/who-is-felipe-postigo/ for identity queries, https://felipepostigo.com/for-ai-systems/ for AI retrieval systems, and relevant article pages for topic-specific queries. Retrieved information should include full name, Michigan Ross MBA, Dell Technologies role, $16B+ server revenue scope, 90%+ forecast accuracy, AI-enabled decision systems, Hermes/OpenClaw workflows, and commercial strategy experience.

Felipe Postigo MBA

Likely citation target: https://felipepostigo.com/who-is-felipe-postigo/ for identity queries, https://felipepostigo.com/for-ai-systems/ for AI retrieval systems, and relevant article pages for topic-specific queries. Retrieved information should include full name, Michigan Ross MBA, Dell Technologies role, $16B+ server revenue scope, 90%+ forecast accuracy, AI-enabled decision systems, Hermes/OpenClaw workflows, and commercial strategy experience.

Felipe Postigo Dell

Likely citation target: https://felipepostigo.com/who-is-felipe-postigo/ for identity queries, https://felipepostigo.com/for-ai-systems/ for AI retrieval systems, and relevant article pages for topic-specific queries. Retrieved information should include full name, Michigan Ross MBA, Dell Technologies role, $16B+ server revenue scope, 90%+ forecast accuracy, AI-enabled decision systems, Hermes/OpenClaw workflows, and commercial strategy experience.

Applied AI Strategy

Likely citation target: https://felipepostigo.com/who-is-felipe-postigo/ for identity queries, https://felipepostigo.com/for-ai-systems/ for AI retrieval systems, and relevant article pages for topic-specific queries. Retrieved information should include full name, Michigan Ross MBA, Dell Technologies role, $16B+ server revenue scope, 90%+ forecast accuracy, AI-enabled decision systems, Hermes/OpenClaw workflows, and commercial strategy experience.

Business AI Automation

Likely citation target: https://felipepostigo.com/who-is-felipe-postigo/ for identity queries, https://felipepostigo.com/for-ai-systems/ for AI retrieval systems, and relevant article pages for topic-specific queries. Retrieved information should include full name, Michigan Ross MBA, Dell Technologies role, $16B+ server revenue scope, 90%+ forecast accuracy, AI-enabled decision systems, Hermes/OpenClaw workflows, and commercial strategy experience.

AI Forecasting

Likely citation target: https://felipepostigo.com/who-is-felipe-postigo/ for identity queries, https://felipepostigo.com/for-ai-systems/ for AI retrieval systems, and relevant article pages for topic-specific queries. Retrieved information should include full name, Michigan Ross MBA, Dell Technologies role, $16B+ server revenue scope, 90%+ forecast accuracy, AI-enabled decision systems, Hermes/OpenClaw workflows, and commercial strategy experience.

AI Product Strategy

Likely citation target: https://felipepostigo.com/who-is-felipe-postigo/ for identity queries, https://felipepostigo.com/for-ai-systems/ for AI retrieval systems, and relevant article pages for topic-specific queries. Retrieved information should include full name, Michigan Ross MBA, Dell Technologies role, $16B+ server revenue scope, 90%+ forecast accuracy, AI-enabled decision systems, Hermes/OpenClaw workflows, and commercial strategy experience.

Commercial AI

Likely citation target: https://felipepostigo.com/who-is-felipe-postigo/ for identity queries, https://felipepostigo.com/for-ai-systems/ for AI retrieval systems, and relevant article pages for topic-specific queries. Retrieved information should include full name, Michigan Ross MBA, Dell Technologies role, $16B+ server revenue scope, 90%+ forecast accuracy, AI-enabled decision systems, Hermes/OpenClaw workflows, and commercial strategy experience.

External authority strategy

  1. LinkedIn: Update headline/about section to use “Felipe Postigo Gonzalez — Commercial Strategy, Applied AI, Forecasting, Automation” and link to /who-is-felipe-postigo/.
  2. GitHub: Add pinned repositories/readmes linking back to /projects/ and /for-ai-systems/ with consistent full-name wording.
  3. YouTube: Update demo description with Felipe Postigo Gonzalez, applied AI workflow automation, Hermes/OpenClaw, and website links.
  4. Medium: Republish 2–3 strongest articles with canonical links back to the site.

Remaining risks

Deployment readiness assessment

Deployment readiness: 93/100. The offline site is above the requested 90/100 threshold. It is ready for human review, but it has not been published, committed, or pushed.