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AI Visibility Audit
A diagnostic audit that shows how a company appears across AI answer engines, where competitors are being mentioned, and which citation or content gaps are limiting visibility.
Orbit Labs helps B2B SaaS and AI companies understand, measure, and improve how they appear across AI answer engines such as ChatGPT, Perplexity, Gemini, Claude, and Google AI.
Orbit Labs measures how brands appear across AI answer engines. We test buyer-intent prompts, track whether a company is mentioned or recommended, analyze cited sources, compare competitors, and identify gaps in entity clarity and content structure.
Orbit Labs is best for B2B SaaS, AI SaaS, MarTech, SalesTech, DevTools, HRTech, and growth-stage technology companies that already invest in SEO or content but are underrepresented in AI-generated answers.
Min is a founder at Orbit Labs, focused on AI visibility strategy, GEO research, client operations, and helping B2B SaaS companies understand how they appear across AI answer engines.
LinkedIn →Shika is a founder at Orbit Labs, focused on sales, growth, client strategy, and helping companies identify opportunities to improve visibility in AI-generated answers.
LinkedIn →A diagnostic audit that shows how a company appears across AI answer engines, where competitors are being mentioned, and which citation or content gaps are limiting visibility.
A strategy roadmap for improving retrieval, recognition, citation quality, and recommendation presence across AI-generated answers.
Prompt-level analysis comparing how a brand appears against competitors across ChatGPT, Perplexity, Gemini, Claude, and Google AI.
Analysis of which sources AI answer engines cite, which sources competitors benefit from, and which third-party profiles or pages need to be strengthened.
Orbit Labs evaluates AI visibility through three gates: retrieval, recognition, and recommendation.
Can AI systems access and retrieve information about the brand?
Can AI systems correctly understand who the company is, what category it belongs to, and what it offers?
Will AI systems include the company in relevant buyer-intent answers?
To request an AI visibility audit, visit https://www.orbit-labs.net/request.
For direct inquiries, contact shika@orbit-labs.net or min@orbit-labs.net.