AI visibility (GEO)
Buyer Question Builder for AI Visibility
Turn your category, brand and one competitor into buyer questions for each funnel stage, in English and Arabic.
Runs in your browser; nothing is uploaded. · Free, no account · 4 min
Automatic follows the market: Egyptian for Egypt, Gulf for the Gulf states, Levantine for Jordan and Lebanon.
What the buyer is looking for
A noun phrase that fits after "a" or "the".
Names (only Consideration and Decision use them)
Stages to write
Importing a saved run into your account is coming soon. Until then, your last runs stay in this browser only, and you can download your files.
How to use
- Choose the languages, and the market if you sell in one, so the Arabic questions use that market's dialect.
- Enter your category, your brand and one competitor, in English and in Arabic.
- Tick the stages you want: Awareness, Consideration and Decision.
- Copy the list or the CSV and use it as the question set you run repeatedly in an AI assistant.
What it checks and how it works
The templates follow Zaher's GEO V2 funnel rules, which are Zaher's own framework and not an industry standard. Awareness questions never name your brand, because a question that names the brand tests whether an assistant recognises it, not whether it would recommend it to someone who has never heard of it. Consideration questions are comparison frames. Decision questions have your brand as the subject.
Arabic templates come in Modern Standard Arabic and in Egyptian, Gulf and Levantine wording, and the dialect follows the market you pick unless you choose one. The tool then runs its own stage rules over every question it wrote, so a question that would read as the wrong stage is flagged. Templates are starting points: read them aloud and replace any that no buyer in your market would say. Nothing is sent anywhere.
Sources
- Zaher.AI: GEO Analysis (how Zaher builds and scores its question sets) Zaher's own framework, not an industry standard.
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AI Answer Sample-Size Calculator
Find how many AI answers you need to measure a mention rate within a margin of error, or the margin your answers give.
Free AI Visibility Check
Zaher's free analysis reads your site, asks AI assistants the questions your buyers ask, and emails you a one-time report.
Go further with Zaher: See how Zaher measures what AI says about your brand
Questions
About this tool
Awareness questions describe a need or a category without naming any brand. Consideration questions compare options, such as one brand against another or the alternatives to a category. Decision questions are about one brand, such as whether it is trustworthy or what it costs. The split is Zaher's framework for measuring AI answers, not an external standard.
People write to AI assistants the way they speak. The tool offers Modern Standard Arabic plus Egyptian, Gulf and Levantine wording, picks one from the market you choose, and lets you override it. These are template wordings written by Zaher, so ask a native speaker from your market to review them before you rely on them.
It depends on how precise you want the result to be. Use the census sample-size calculator to see how many answers a given margin of error needs, and remember that an assistant can answer the same question differently each time.
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