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AI Visibility
Check if AI assistants recommend your brand and track your AI visibility score across ChatGPT, Gemini, Claude and Perplexity.
Multi-model (ChatGPT, Gemini, Claude, Perplexity)Free AI visibility checkPrompt-level gap analysisInstant report in secondsCompetitor comparison included
Opportunity score
75/100
The AI visibility space is nascent but rapidly growing, with strong demand from brands seeking to adapt; monetization path is unclear but the concept has clear value.
Founder verdict
MAYBE
AI visibility monitoring is a timely, high-demand niche, but a standalone free tool faces monetization and competitive risks.
What is AI Visibility?
AI Visibility is a free tool that measures how often leading AI assistants mention a brand when users ask for recommendations. It checks ChatGPT, Gemini, Claude, and Perplexity, then generates a visibility score and pinpoint gaps where competitors appear. The product targets marketers, SEO pros, and businesses noticing that AI-driven results are replacing traditional search links. The site offers no paid plans yet, suggesting an early-stage or freemium model. The concept addresses a rising pain point as AI becomes a primary recommendation channel, but monetization and long-term defensibility remain uncertain.
Get the full AI Visibility playbook
The complete reverse-engineering — what to copy, what to avoid, and exactly what to build instead.
- Full opportunity score across 8 dimensions
- The real problem & why customers pay
- Why it's winning — with evidence
- Complete business reverse-engineering
- Competitive advantages & moat analysis
- Weaknesses, risks & what to avoid
- Clone strategy — what to build instead
- Week-by-week MVP roadmap
- Recommended technical stack
- Founder verdict & highest-leverage move