The AI Visibility Gap Estimator: Are You Invisible in ChatGPT?

AI Visibility Gap Estimator

The way B2B buyers research has shifted.

Before, they searched Google for “Best Fintech CRM” and clicked 5 links.
Today, they ask ChatGPT, “Compare the top 3 Fintech CRMs,” and read one synthesized answer.

If your brand isn’t in that answer, you didn’t just lose a click. You lost the shortlist.

We call this the AI Visibility Gap.

Traditional SEO tools (Semrush, Ahrefs) cannot see this data. They track keywords, not entities. Use this estimator to calculate the volume of “Ghost Prompts” (high-intent inquiries) happening in LLMs that you are completely missing.

// ENTITY DIAGNOSTIC

Estimate the volume of “Ghost Prompts” you are missing.

Total Google searches for your main keywords (e.g. “Best CRM”)
SaaS/Tech is ~20%. Manufacturing ~5%.
Ghost Prompts (Monthly)
3,000
High-intent questions asked to AI where you are likely invisible.
Current AI Visibility: Unknown / Low
Potential Pipeline Value: $150k

Don’t let LLMs recommend your competitor. We can fix your Entity Graph.

Fix My Knowledge Graph

Why this number matters?

The number above represents “Ghost Demand.” These users aren’t browsing; they are deciding. When someone asks ChatGPT “What is the best alternative to Salesforce?”, they are 30 seconds away from booking a demo.

If your brand lacks Entity Salience, the LLM simply won’t mention you. It will mention the brands that have optimized their Knowledge Graph.

The Derivate X Protocol: We don’t just guess. We use reverse-engineered prompt auditing to find exactly what AI models think of your brand, then we systematically inject the “Digital Evidence” required to make you the recommended answer.

Stop being invisible. Start AI Audit now.

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Apoorv

Founder & Lead Strategist at Derivate X. Apoorv engineers organic growth systems for Series B+ SaaS companies. He specializes in Generative Engine Optimization (GEO), helping brands move beyond simple keyword rankings to dominate the "Knowledge Graph" of AI search engines like ChatGPT and Perplexity. His protocol focuses on Entity Density and Revenue, not just traffic volume.