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)
How Southeast Asian Companies Fail International Due Diligence
Specific challenges for SEA companies: fragmented registries, local-language documentation, no English structured data, low Wikidata presence, limited press coverage.
Why Your Company Doesn't Show Up in Google (And What Actually Fixes It)
Your company exists. Your website works. But Google acts like you don't. The problem isn't SEO. It's that Google can't verify you as an entity. Here is the diagnostic framework.
How Long Before New Infrastructure Is Visible to Auditors
You built entity infrastructure yesterday. When do due diligence auditors actually see it? Timelines for every verification surface from Google indexing to D&B propagation.
Why SEO Isn't Working for Your B2B Company (And What to Do Instead)
Traditional SEO was built for a keyword-matching engine. Google is now an entity-verification engine. B2B companies waste money on blog posts and backlinks when the real problem is entity verification.
The Minimum Training Data Footprint for AI Citation
AI models have a minimum threshold of data before they start citing an entity. Below it, you are invisible. Here is what constitutes enough training data.
Setting Up AI Mention Monitoring for Your Company
You need to know when AI starts mentioning your company. A practical guide to monitoring across ChatGPT, Perplexity, Gemini, and Google AI Overview.