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Answers are collected the way your buyers see them

RankRaft AI collects answers through a combination of official APIs and browser automation, choosing the method that most faithfully reproduces what a real person sees on each engine. Answers are collected as a logged-out user would get them: the engine decides for itself which model to use and whether to search the web, as it would for a real buyer. We store each answer exactly as the engine returned it, together with every source it cited, so every figure in the dashboard can be traced back to the text it came from. Open any prompt in Prompts & Answers to read the stored answers.

Engines

Which engines you get depends on your plan.

Daily, because one answer tells you very little

AI gives different answers to the same question. We ask every active prompt once a day on every engine in your plan and report the trend, because a single answer, however many times you repeat it in one sitting, tells you less than a fortnight of them. Each site has a fixed daily scan slot, set when the site is created, so your scans run at a consistent time.

Localised to your market

If you set a main market, every question is asked as a buyer in that market would ask it. In the dashboard a prompt shows a badge like Asked as “best mixed pickle brand (Pakistan)”. The difference is large. Without a market, a question about a local category often returns US retailers and publications. With one, it returns the local brands and sites your buyers actually see. Global adds no location.
AI Overviews and AI Mode are always measured as a searcher in a specific place sees them, so they need a country market. If your market is Global or empty, those two engines are skipped for your site, and they aren’t counted against your results.

When an engine shows no answer

About 30% of Google result pages show no AI Overview at all. That is a finding about the question, not about your brand. Those runs appear in the answer list as No AI answer shown and are left out of every rate, rather than being counted as “not mentioned”.

Mentions and citations are found by exact matching

Whether an answer names you is decided by case-insensitive whole-word matching of your brand name and its aliases (Also known as in your profile). No AI model is involved in that decision, so the same answer always gives the same result. Add common misspellings or short forms of your name as aliases.

Partial scans

If some answers can’t be collected on a given day, the rest of the scan is kept and the day is marked P (Some answers were unavailable) on charts. Days where you changed your setup are marked C (config change).

Margins and honesty about small samples

Every Visibility Score carries a 95% margin, and low-sample figures are greyed out with Low sample · N answers. See Visibility Score.