We Audited 1,000 Vibe-Coded Sites — Here's What We Found
The data is brutal: most sites built with Lovable, Bolt, and v0 score below 35. We break down the exact failure patterns across 1,000 audits.
Jun 6, 2026·9 min read
Blog
Insights on AI search, vibe coding, and visibility
Vibe CodingWhy ChatGPT Can't Read Your Lovable Site (And How to Fix It)
A plain-English walkthrough of client-side rendering, the empty root div, and the three changes that make your site legible to AI crawlers.
Jun 2, 2026·7 min read
AI SearchThe AI Visibility Score: What It Measures and Why It Matters
Six categories, one number. Here's exactly how we weight crawlability, schema, semantic HTML, and the rest into a 0–100 score.
May 28, 2026·6 min read
Vibe CodingLovable's SEO Update Doesn't Fix the Real Problem
We re-ran our May 2026 independent test after Lovable shipped its SEO update. The headline still renders client-side. Here's the proof.
May 21, 2026·8 min read