Enter a URL and a question — Rankmio simulates how ChatGPT, Gemini, Perplexity, Claude and Google AI Overviews would answer. Are you mentioned? Are you linked? Which competitors appear, but you don’t? With auto question generator, citation/mention score and optimization recommendations.
From the auto question generator through multi-engine simulation to specific optimization recommendations — all in one workflow.
You don’t have to guess which questions your audience asks AI. Rankmio generates the relevant questions automatically based on your URL — as ChatGPT, Gemini and Perplexity users would phrase them. You choose which to test.
One simulation tests ChatGPT, Gemini, Perplexity, Claude and Google AI Overviews in parallel. Per engine visible: Are you cited (with link), mentioned (without link) or not found at all? Multi-run with majority vote against the non-determinism trap.
Two separate metrics: Citation (linked source = click potential) and Mention (mention without link = brand awareness). Both matter, both grow differently — Rankmio reports them cleanly separated.
Per simulation a diagnosis: What does the page lack to be cited? Schema.org markup, answer length in the lead, H2 question format, missing author byline, entity gaps. Not generic tips — specific levers on your text.
After optimizations, start a re-check — Rankmio tests the newly published page with the same questions and shows directly whether the citation rate has risen. Real impact measurement instead of gut feeling.
All simulations per project URL preserved chronologically — so you can see the citability progression over weeks and months. Which optimizations brought which jump, which engines are easiest to win.
We knew for a long time: We rank solidly on Google, but in ChatGPT answers we hardly appeared. With Answer Simulation we finally had clarity about where exactly we were not citable. 8 weeks later we appear in 4 of 5 engines as a source — directly measurable per engine.
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SEO score, AI visibility and citability of your website in 30 seconds — no registration required.
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