2026-08-18

How to measure your visibility in ChatGPT, Gemini and Perplexity

A simple method to build a fixed prompt set and calculate generative share of voice.

Build the prompt set

Collect 50 to 200 real pre-purchase questions in Arabic and English, and freeze them so month-over-month comparison stays fair.

Log citations

For each prompt: were you cited, in what order, and who else appeared? Three columns are enough for a real index.

Calculate share of voice

Generative share of voice = prompts citing you ÷ total prompts. Track it monthly alongside organic traffic.

Related SADARA services

  • The SADARA platformInstead of five tools and scattered reports: one visibility score and a priority list that tells you exactly what to do next.
  • Competitor intelligenceLeadership is measured by comparison. We track who is ahead and why, then turn it into a clear list of moves.

Leadership is a decision

Send your site link and get an initial analysis of your visibility across search and AI engines.