Plain, evidence-based guides on how answer engines reach, understand, trust, cite, and recommend websites — and how to audit your own.
How AI search turned visibility from a ranking problem into an inclusion, citation, and recommendation problem, and why traditional audits miss it.
AI Visibility · Paper 2 of 5Robots.txt, bot policy, and preview controls now decide whether answer engines can see you at all. The hidden technical layer of GEO, audited.
Otterly tracks how often AI engines mention your brand. AuditSpark audits your whole site and tells you what to fix to improve it. Here's an honest comparison.
ComparisonMy Web Audit is a mature agency audit platform with 10+ audit types and a deep sales ecosystem. AuditSpark is a faster, more affordable, fully-automated audit. An honest comparison of which fits whom.
ComparisonSemrush's AI Visibility add-on monitors your brand across AI engines. AuditSpark includes AI readiness free and audits your whole site. An honest comparison.
ComparisonProfound is enterprise-grade AI visibility. AuditSpark brings AI readiness plus a full website audit to founders and agencies from a free tier. An honest comparison.
ComparisonWebsite Audit AI is a free, screenshot-based 3-category check. AuditSpark is a free 15-category audit you can also take deeper. An honest comparison of two free AI website audits.