Essays
Long-form pieces that take a position. 1,500-3,000 words.
All (49)
entity-infrastructure (15)
systems (8)
ai-search (8)
craft (4)
engineering (3)
publishing (3)
knowledge-graph (2)
trust-chain (2)
schema (2)
content-strategy (2)
Your LinkedIn Company Page Is Not Digital Verification
LinkedIn is a profile platform, not a verification system. Having a company page doesn't make you a verified entity. Here is why the distinction matters.
How to Appear in Industry-Specific Directories AI Agents Check
AI agents don't scan random directories. They check specific industry databases. Here are the ones that actually matter and how to get listed.
How to Set Up JSON-LD Person Schema: A Complete Non-Technical Guide
A practical walkthrough for implementing JSON-LD Person schema, including actual code examples and a table of required fields, written for practitioners not developers.
Company Registration vs Company Verification: They Are Not the Same
Registering your company with the government makes you legal. Verifying your entity across digital platforms makes you visible. Most companies stop at registration.
AI Search Visibility for Industrial Engineering Firms
Indonesian industrial engineering companies are almost completely invisible to AI search agents, not because they lack quality, but because they were never built to be verified. Witanabe as case study.
The Verification Gap: Why Good Companies Fail Digital Procurement
You do excellent work. You have real clients. You deliver results. But you fail digital procurement checks because your entity data doesn't exist where machines look.