Introducing Recommendations: A Schedule of Experiments That Improves AI Visibility ROI
Read the postDateApr 7, 2026
CategoryProduct
Related reading
When we introduced Reports, every analysis was run by our team. Today, that changes. You can now run reports yourself, directly from the Sill dashboard.
TL;DR
Sill reports are now fully self-serve. Sign up, enter your URL, and generate a complete AI visibility analysis — 50 queries across every major AI platform, scored against 18+ GEO factors, with prioritized recommendations.
Sill reports are now fully self-serve. Sign up, enter your URL, and generate a complete AI visibility analysis without waiting for manual review.
No more contact forms. No more waiting for us to queue your analysis. You go from sign-up to a full report in minutes:
When it's done, your report is ready to download — scores, competitive analysis, content audit, prioritized recommendations, all in one PDF.
Out of 100 possible points
Each Sill report runs 50 purchase-intent queries across every major AI platform and scores your pages against 18+ peer-reviewed GEO factors.
Most AI visibility tools run a handful of prompts and call it a day. We run 50 purchase-intent queries across every major AI platform — ChatGPT, Claude, Gemini, Perplexity, Copilot, Google AI Overviews, and more.
These aren't generic prompts either. We research your market first — the decision attributes that matter in your category, the things buyers actually ask about — and build queries that reflect how real people talk to AI when they're ready to buy.
Then we look at your web presence. We score your pages against 18+ on-site and off-site factors based on the latest peer-reviewed GEO research: answer capsules, statistics density, expert citations, schema markup, comparison tables, content freshness, heading structure, and more. Off-site, we check YouTube, Reddit, Wikipedia, review platforms, and press coverage — the places AIs actually pull from.
Every gap comes with a specific recommendation, ranked against what your competitors are doing. You don't just see what's wrong — you see what to fix first and why it matters.
Every report includes a visibility score, platform breakdown, competitive landscape, content audit, off-site presence analysis, and prioritized recommendations.
Here's what's in every report:
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 search is already changing how buyers find products. Up to 16% of buyers in consultancy sectors use ChatGPT in their purchasing journey, and that number is growing.
AI search is already changing how buyers find products and services. In sectors like legal, finance, health, and insurance, up to 16% of industry members use ChatGPT in their purchasing journey. That number isn't going down.
Most SEO tools still show you keyword rankings and backlink counts. But when someone asks ChatGPT "What's the best CRM for mid-size teams?", those metrics don't determine the answer. AI platforms have their own way of deciding what's relevant — and with constant model updates, it shifts regularly.
Reports give you the data that actually matters: how strongly AI models associate your brand with the queries buyers are asking, where your competitors have authority you don't, and which gaps to close first.
Sign up for a free Sill account, enter your brand URL and market segment, and run your first AI visibility report in minutes.
Reports are available as a one-time purchase or as part of a Sill subscription. Sign up, enter your URL and market segment, and have your report in minutes. No calls, no waiting.
Questions? Want to talk through what a report would look like for your brand? Reach out below.
The question isn't whether AI search matters. It's whether you're measuring it.
Request your first analysis today to see where you stand.