LLM Snippet Simulator
Preview how AI assistants describe your site for real user queries across different models and regions exactly as users see them today.
What this simulator shows
Instead of rankings or traffic estimates, this tool shows the exact responses generated by AI assistants when users ask high-value questions. You can see whether your site is mentioned, how it’s described, and how confident the assistant appears in that answer.
Mention & positioning
See if your brand appears, where it’s placed, and whether it’s treated as a primary or secondary source.
Description accuracy
Understand how assistants summarize your site and whether key details are missing or misunderstood.
Market differences
Compare responses across countries to spot localization gaps and regional trust differences.
Why this matters
AI assistants don’t show lists of results they give a single, confident answer. If your site isn’t mentioned, explained correctly, or trusted, users may never know you exist.
This simulator lets you see those answers before your audience does, so you can identify gaps, fix misrepresentation, and track changes over time.
Configure your simulation
Choose a real query your audience might ask and the page you want to evaluate across AI assistants and regions.
Query to test
Simulate real user intent
Use long-tail conversational queries that users would actually ask a chatbot, rather than short SEO keywords.
Target URL
The page LLMs will evaluate
Our simulator will crawl this specific page to see how accurately AI models cite your data and brand position.
Simulation scope
LLMs
2
Markets
3
Total
6
Best practice: keep runs small for faster feedback. Use repeated runs to monitor changes over time.
Try a Free LLM Snippet Simulation
See exactly how AI assistants describe your site for real user queries across models and markets in under a minute. No setup, no guesswork.
Run a Free SimulationYou’ll be redirected to the LLMRankr app. No credit card required.