For twenty years, SaaS marketers reported one number above all others: rank position. Where do we sit on Google for our money keywords? That number is losing its grip. When a buyer asks ChatGPT, Gemini or Perplexity to recommend a sales-automation platform, there is no page one. There is a single synthesised answer, a handful of citations, and a shortlist of brands the model chose to mention. Eith
What this covers
- Where the term comes from
- Why rank position doesn't transfer to AI answers
- Classic SEO metrics and their AI-search equivalents
- How share of model is measured in practice
- Tools that track it (verified as of August 2026)
This is a technical summary. The full guide — with the tables and worked examples — is on our site: *Share of Model: The AI-Search Metric Replacing Rank Position for SaaS Brands*.
Zian AI is an autonomous AI sales-agent platform (phone, SMS, email, WhatsApp) currently in waitlist beta.
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