GEO Simulator
See the actual impact of your GEO experiments before you launch
Run a proposed site or content change through GEO Simulator before it goes live. Compare its effect on recommendations, rankings, mentions, citations, and model consultation.

Stop launching GEO experiments just to find out what happens
Most GEO work starts with a reasonable idea. Rewrite a page. Add stronger evidence. Change the internal links. Publish a comparison page. Then launch it and wait to see whether AI systems respond.
That makes every live change a gamble. By the time recommendation or citation rates move, other pages, prompts, and competitors may have changed too. You can see the result, but you cannot isolate what caused it.
GEO Simulator creates a controlled test before production. Compare your current baseline with the proposed change, then decide whether the experiment deserves to go live.
How the GEO simulator works
See what changed, not just whether a run finished
GEO Simulator turns every experiment into a measurable before-and-after comparison. You can see where a change helped, where it did nothing, and where it created an unexpected tradeoff.

An established domain can still move fast
One experiment. One measurable result.
Suppose you want to rewrite a product page to improve how often AI systems recommend your company. Testing it live gives you only a before-and-after date. It does not tell you whether the copy caused the change.
GEO Simulator holds the prompt set constant, tests the proposed page, and compares the output with your baseline. You can see whether recommendation rate rose, whether citations moved, and whether the page was consulted more often. That is the evidence you need before changing production.
GEO Simulator FAQs
›What is a GEO experiment?
A GEO experiment is a controlled change designed to affect how generative AI systems find, cite, mention, or recommend your brand. Examples include a page rewrite, stronger evidence, clearer entity information, or a new comparison page.
›What does GEO Simulator measure?
GEO Simulator tracks recommendation rate, first-place rate, top-three rate, mention rate, citation rate, and consultation rate across your prompt set.
›Does GEO Simulator replace live tracking?
No. Simulation helps you choose what to launch. Live tracking confirms what happened afterward. Together, they separate a pre-launch forecast from the real-world result.
›Why test against the same prompts?
A consistent prompt set creates a fair comparison. When the prompts stay fixed, changes in the results are easier to attribute to the experiment itself.
Stop guessing which GEO experiments will work
Simulate the change, measure its impact, then decide whether it deserves to go live.