TL;DR Summary:
AI Funnel Diagnostics: Visby reveals exactly where AI models drop your brand from recommendations across buying stages like awareness, comparison, and purchase intent.Competitor Benchmarking: Tracks your AI share of voice versus rivals at each funnel stage to expose who's capturing high-intent prompts that drive sales.Prioritized GEO Fixes: Delivers targeted tasks for weak stages, integrates with Google Analytics to correlate visibility gains with real traffic shifts.A-
Overall grade
4.7 / 5.0
AI Visibility TrackingA
Task Generation & ActionabilityA
User Interface & ExperienceB+
Competitive AnalysisB+
Content GenerationB
Platform CoverageB
Value for MoneyA
PROS
Tracks AI brand mentions across ChatGPT, Claude and Gemini with clear visibility scores
Generates specific actionable GEO tasks instead of just showing data
Clean, intuitive dashboard with Kanban board for task management
Integrates with Google Analytics and GSC to measure actual business impact
Competitive analysis shows which prompts trigger competitors but not your brand
Content generation creates SEO-optimized articles with high scores
CONS
AppSumo Tier 1 only includes ChatGPT tracking, higher tiers needed for Claude/Gemini
As newer platform, UI and feature set still evolving rapidly
Task volume can sometimes feel overwhelming for users
Limited location-specific analysis capabilities
Monthly prompt analysis frequency may be too slow for some users
Summary — Visby AI is a specialized platform for tracking brand visibility across AI search engines like ChatGPT, Claude and Gemini. Users consistently praise its ability to transform complex AI visibility data into specific actionable tasks rather than just showing metrics. The platform excels at competitive analysis and generates high-quality content optimized for AI engines. While still a relatively new product with some evolving features, it fills a crucial gap that traditional SEO tools don't address as AI-powered search becomes more prevalent.
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.
