How to measure share of voice in AI
A practical framework for tracking how often your brand appears in AI answers for the prompts that matter to your customers.

The Auditmii journal explains AI search optimization (AEO) in practical terms: how ChatGPT, Claude, Gemini, and Perplexity discover brands, which schema and content signals improve citations, and how teams measure share of voice in generative answers instead of only classic search rankings.
Each article is written for marketers, founders, and technical SEO teams who need clear definitions, step-by-step frameworks, and examples they can apply on their own sites. Topics span entity clarity, FAQ and Organization schema, answer-first openings, author credibility, llms.txt, /agents pages, and how to track mentions across major AI engines over time.
Use the journal alongside Auditmii audits: read a playbook, ship the matching fix, then re-check whether your visibility score and citation patterns improve. New posts publish regularly as answer engines and AEO best practices evolve. Start with the fundamentals primer, then move into share-of-voice measurement and technical foundations when you are ready to operationalize AEO across your team.
AI search optimization (AEO) helps your brand become a trusted source inside generative answers from ChatGPT, Claude, Perplexity, and similar engines — not only in classic blue-link results.
A practical framework for tracking how often your brand appears in AI answers for the prompts that matter to your customers.
The crawl, schema, and content signals that make your pages easier for AI engines to understand and cite.
Traditional SEO optimizes for blue-link rankings. AI visibility optimizes for mentions and citations inside ChatGPT, Claude, Gemini, and Perplexity answers.
A practical cadence for monitoring ChatGPT brand mentions, citations, and competitor substitutions — then fixing the gaps behind weak answers.
Generative engine optimization (GEO) improves how AI systems select, summarize, and cite your brand inside synthesized answers.
A practical AEO checklist for SaaS teams: entity clarity, schema, answer-first pages, AI crawl access, and visibility measurement.
Practical steps to earn citations from Perplexity and Claude: clear entities, quotable answers, crawlable sources, and ongoing visibility checks.
Weekly technical deep-dives delivered to your inbox. No fluff, just engineering-grade optimization strategies.