Visby is an AI search funnel diagnostic that reveals where in the buying journey AI models drop your brand from their recommendations. Most GEO tools tell you whether AI mentions you or not — a binary yes/no that hides the real problem. You might appear in every “what is” query but vanish completely when users ask comparison or purchase-intent prompts, meaning AI hands you awareness traffic but sends converting traffic to competitors. Visby fixes this by tracking your brand mentions across ChatGPT, Claude, and Gemini broken down by funnel stage — problem-awareness prompts, evaluation/comparison prompts, and purchase-intent prompts — so you can see exactly which decision stage excludes you, benchmarking your AI share of voice against competitors at each funnel stage to reveal where they’re winning the prompts that actually close deals, generating prioritized GEO tasks targeting your weakest funnel stages instead of generic “improve AI visibility” recommendations that waste effort on stages where you’re already strong, and tracking whether content fixes actually move your mention rate at the specific funnel position you’re targeting. It also integrates with Google Analytics and Search Console so you can correlate AI visibility changes with actual traffic shifts. SaaS companies getting AI awareness mentions but losing comparison queries, e-commerce brands invisible at purchase-intent prompts despite strong category presence, and agencies needing to show clients exactly which buying-stage content to create first use Visby to stop optimizing blindly and fix the funnel stage that’s actually costing revenue.

Discover which buying-journey stage — awareness, comparison, or purchase intent — AI models exclude you from, so you stop wasting effort on funnel stages where you already appear. Benchmark your AI share of voice against competitors at each funnel stage to see who’s winning the high-intent prompts that actually drive purchasing decisions. Get prioritized GEO tasks targeting your weakest funnel positions instead of generic AI visibility recommendations that spread effort across stages that don’t need fixing. Track whether content updates actually improve your mention rate at the specific decision stage you’re targeting instead of measuring overall visibility that hides funnel-stage shifts. Correlate AI funnel visibility with Google Analytics traffic data to see whether fixing a specific buying stage actually drives qualified visitors to your site.