Worth your time

There is something real in it. It may still carry a wrong number, and the note says so.

The clip

Vibe coded Apps are bad for SEO/AEO/GEO. How to fix it? #aistartup #aiseo #aeo #llmseo #seo
The caption, as Lan 🌊 AI startup friend wrote it on TikTok

Posted by Lan 🌊 AI startup friend on TikTok, December 12, 2025.

It plays from TikTok, not from here. Nothing loads from them until you press the button, so reading this page sends them nothing.

Why it is graded that way

Vibe-coded apps are client-rendered.

Checked against the original clip and, where it makes a factual claim, against whatever that claim leans on. If I have this wrong, tell me and I will fix the row and say what changed.

Others on web dev

← All 119 clips · The claims worth arguing about are on SEO claims, checked and tested.