blog

From the shotanvil team

Notes on screenshot APIs, AI-agent readiness, and answer-engine optimization.

September 14, 2026

Why Pass/Fail Misses Broken Pages

A practical guide to automated visual monitoring: what it is, why tests miss UI breakage, and how to build screenshot checks into CI.

September 10, 2026

4 Moves to Win AI Search

A practical AEO FAQ for technical teams: structure screenshot API docs to earn answer-engine visibility, citations, and high-intent discovery.