Don't guess whether your optimization worked. Run your content through the Simulation Lab and see exactly how ChatGPT, Perplexity, Claude, and Copilot respond — whether they cite you, quote you, and how prominently.
Simulation Results Across AI Providers
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Real responses from real AI assistants — not estimates
See whether each AI assistant references or quotes your content in its answer — yes or no, per provider.
Know if you're the primary source, secondary mention, or footnote. Position drives visibility.
A 0–100 confidence score for how prominently your content was featured in each response.
Read the exact portion of the AI's answer that references your content, so you can refine it.
Test against ChatGPT, Perplexity, Claude, and Copilot in one run — compare results side by side.
Run simulations with your own queries to test specific scenarios and question types.
Before & After Simulation Comparison
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The Simulation Lab closes the loop. After you apply audit suggestions and generate artifacts, run a simulation to validate that AI assistants now cite your content. Compare before-and-after results with confidence scores and answer excerpts — so you can prove ROI instead of promising it.
Three steps to proven AI visibility
Provide the question your audience asks AI assistants, plus the content you want tested.
We query ChatGPT, Perplexity, Claude, and Copilot and analyze each response for your content.
See citation status, prominence, confidence, and excerpts — then refine and re-test.
The Simulation Lab supports ChatGPT, Perplexity, Claude, and Copilot. You can run all four in a single simulation or select specific providers.
Yes. Each simulation queries the actual AI assistants and captures their real responses, then analyzes whether your content was referenced.
Scores above 70 indicate your content is prominently featured. Primary source citations score highest, followed by secondary mentions and footnotes.
Yes. Batch simulation lets you test multiple queries across multiple content items in one run — ideal for validating site-wide optimization.
The Simulation Lab is available on Pro, Enterprise, and Agency plans.
Stop hoping your optimization works. Test it against real AI assistants and see the results.
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