Every website tool in 2026 claims to be "AI-powered." Most of them just run the same Lighthouse test they've always run and add a ChatGPT summary on top. The AI label has become meaningless marketing — unless you know what to look for.
A genuinely AI-powered analyzer does something that rules-based tools can't: it understands context. It doesn't just check whether a CTA button exists — it evaluates whether the CTA copy is compelling relative to the headline above it. It doesn't just measure font size — it assesses whether the visual hierarchy guides attention to the right elements. This requires multimodal AI that can see the page visually, not just parse the DOM.
I tested six tools that claim AI capabilities by running the same mid-funnel SaaS landing page through each. The quality gap between genuine AI analysis and "AI-washed" tools is massive. Some returned insights I'd never considered. Others returned the same generic advice I could get from a 2019 blog post.
Here's who's actually using AI well and who's just using it as a buzzword.