FunversarialCV
Add subtle, AI-visible signals to your CV so you can see how hiring tools interpret it.
Use this to compare before-and-after results and learn how AI tools interpret the same CV under slightly different signal conditions.
RUN THE CV EXPERIMENT
Run a simple before-and-after test to see whether AI-visible signals change the output.
- Start with our sample CV (recommended) or upload your own CV
- Add subtle AI-visible signals to your CV
- Download your modified CV
- Test both versions in a real AI tool
(ChatGPT / Claude) - Compare how the outputs differ
- Confirm whether the signals changed the AI's response
Look for changes in tone, ranking, or interpretation of your experience.
This isn't about tricking the system — it's about understanding how your inputs shape the results.
Max 4 MB. Word (.docx) only.
Try the tool without your own file — use Clean for a normal example, or Dirty to see how hidden signals look in a CV.
Last sample: clean · DOCX
Your CV is processed in your browser first. Before anything leaves your device, we replace your email, phone, and other contact details (we call this PII) with temporary placeholders. Our server only sees those placeholders, never your real contact information. Processing is in memory only—we don’t store your document after your new CV is generated.