Internal Infrastructure

Case Studies

We test every deployment on ourselves first. These are internal infrastructure projects — documented, verifiable, and running on our own hardware. No fake clients. No placeholders.

Detected 15 JSON-LD blocks across 7 pages, identifying 11 broken Wikidata entity... AEO Score jumped from 35/100 to 68/100 in one pipeline run

Patient Zero — How Starbloom's APEX Pipeline Self-Corrected Our Own Broken Entity Markup

Starbloom built APEX, a multi-agent n8n pipeline that crawled its own website, detected 11 broken Wikidata Q-IDs pointing to cacti and tin mines, and self-corrected its own semantic markup. The ultimate test subject was us — and it worked.

Starbloom Consulting LLC (Self-Audit)