AI visibility (GEO)
Buyer Question Funnel-Stage Classifier
Paste your buyer questions and see which funnel stage each one tests, and which rule decided it.
Runs in your browser; nothing is uploaded. · Free, no account · 3 min
Separate several brands with commas. Arabic names also match with attached prefixes such as و and ب.
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
- Paste your questions, one per line, in English, Arabic or both.
- Enter your brand, with any other spellings after a vertical bar, and your competitors if you want them recognised.
- Read the table: every question gets a stage and the reason in plain words.
- Rewrite the questions flagged as the wrong stage, then run them again.
What it checks and how it works
The classifier applies three tests from Zaher's GEO V2 funnel rules, which are Zaher's own framework and not an industry standard. A question that names no brand and has no comparison wording is Awareness. A question with comparison wording, or one that names two brands, is Consideration. A question whose subject is your brand is Decision. The word lists for comparison wording are short and visible in the reason column, so you can see why a question landed where it did.
It is a rule-based reader, not a language model: a brand spelled in a way you did not list, or a comparison phrased without any of the cue words, will be missed. Check the table and add spellings. Arabic names match with attached prefixes such as و and ب.
Sources
- Zaher.AI: GEO Analysis (how Zaher builds and scores its question sets) Zaher's own framework, not an industry standard.
Related tools
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Paste repeated answers to one question and see how much the set of brands named changes from run to run.
Go further with Zaher: See how Zaher measures what AI says about your brand
Questions
About this tool
Awareness means the question names no brand and does not compare anything. A question such as which tool helps with invoicing has a category but no brand, so it is Awareness. If it names your brand, it moves to Decision; if it compares options, it moves to Consideration.
It uses a list of comparison cues in Modern Standard Arabic and common Egyptian, Gulf and Levantine wording. Phrasing outside the list is not recognised, which is why the reason is shown for every question and why you should check the results.
No. It is Zaher's rule set for organising a question list so that branded and unbranded questions are not mixed. It says nothing about how any assistant reads a question.
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