One of the biggest challenges with AI Optimization is measurement. Traditional SEO provides robust analytics through Google Search Console, showing exactly which queries trigger impressions, how often people click your results, and where you rank for specific keywords. These metrics make it straightforward to track SEO progress and identify opportunities for improvement.
By pushing side effects to the edges and keeping our core logic pure, we gain a deterministic and secure execution trace. As a result, debugging shifts from guessing what might have happened to watching exactly what did happen, all without compromising user privacy.
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