Introducing Recommendations: A Schedule of Experiments That Improves AI Visibility ROI
Read the postDateApr 7, 2026
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Our team at Sill is excited to announce the launch of Reports, a comprehensive snapshot of AI visibility that shows you exactly where you stand across major AI platforms.
TL;DR
Sill reports give you a comprehensive AI visibility snapshot — an overall score, platform-by-platform breakdown, competitive landscape, content audit, and a prioritized action plan, all in one PDF.
Traditional SEO metrics don't predict AI recommendations. Sill reports measure semantic authority and citation probability, the factors that determine AI visibility.
The future of search is changing. While traditional search is still the dominant player, the growing trend is AI search, whether through chat interfaces or agentic search. For some industries, the percentage of AI search compared to regular search is already significant. In consultancy-driven sectors like legal, finance, health, and insurance, up to 16% of industry members now use ChatGPT in their purchasing journey.
Most SEO tools show you keyword rankings or backlink counts. But when someone asks ChatGPT "What's the best CRM?", those metrics don't matter. AI platforms have their own systems that determine what's most relevant, and with constant model updates, those factors can change often.
What matters is:
Reports give you all of this in a single, actionable document. We stay up to date with the latest research in GEO optimization, giving you state-of-the-art direction on your AI strategy.
Out of 100 possible points
Every Sill report includes an overall visibility score, platform-specific breakdowns, competitive rankings, critical issues, and an action priority matrix.
Every report includes:
Sill runs thousands of prompt simulations across all major AI platforms, measures citation frequency and patterns, and synthesizes findings into prioritized recommendations.
We run high purchase-intent prompts across all major platforms, measuring citation frequency and identifying patterns on webpages across 40+ on-page factors. These factors are based on the latest peer-reviewed methods for actionable GEO strategy. Then we distill these insights into clear, prioritized recommendations.
24-point gap between highest and lowest platform scores
Claude and Gemini cite competitors 2.8x more often
Integration documentation heavily cited on ChatGPT but missing on Claude
AI visibility reports are available to all Sill users. Run your first analysis to see how ChatGPT, Perplexity, Gemini, and Claude perceive your brand.
Reports are available to all Sill users and as a one-time product. Request your first analysis today to see where you stand.
The future of brand visibility is here. Time to measure what actually matters.
Request your first analysis today to see where you stand.