The Reality Check
For years, I focused on AIGC design and visual experiments. I thought I was ahead of the curve. But last month, I asked ChatGPT a simple question about my own projects. The answer? Silence. Despite my SEO efforts, the AI had no idea who I was.
I stopped rendering pixels and spent weeks analyzing the RAG (Retrieval-Augmented Generation) pipeline. I discovered that traditional SEO is failing because LLMs don't just "rank" links they synthesize Entities. If your data isn't structured for their "brain," you're invisible. I found three hard truths:
Semantic Chunking Matters:
Knowledge Graphs > Keywords
Fact Density
@jasminechzi been seeing more tools like this pop up lately which makes sense. ai search is becoming a real channel and brands need to know whats being said about them.
the 4 model comparison is a nice touch. does it show how answers change over time as models get updated?
Vozo AI — Video localization
Watched the demo and it looked really cool! I especially like the feature that generates content based on the audit results.