Prompt Detective

About Prompt Detective

In a world where AI-generated content is becoming common, Prompt Detective was created to foster transparency by investigating the origin of digital content.

The Plausible Prompt: Finding the exact prompt used to generate content is nearly impossible. Our solution is to generate a detailed, "plausible prompt" that could have created it, offering a strong signal about the content's origins.

Our Analysis Mechanism: To determine the origin, our system acts as a forensic analyst. It examines the submission for digital 'fingerprints'—subtle clues and artifacts. For images, it looks for tells like unnatural textures or strange anatomy. For text, it analyzes phrasing and tone. By weighing these indicators, it forms a verdict on whether the content is more likely from an AI or a human.

A Note on Accuracy: This tool provides a best-effort analysis, not a definitive judgment. The "verdict" is a probabilistic assessment and should be used as one data point among many in an evaluation.

Created with passion by Anshumaan Vishnu.

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Privacy Policy

Last updated: July 25, 2025

We respect your privacy. This policy explains how we handle data in Prompt Detective.

Data You Provide: Images and text you upload for analysis are sent directly to a third-party API (Google's Gemini model) for processing. We do not store, log, or save your uploaded content on our servers after the analysis is complete. The content is used solely for the purpose of generating a potential prompt and is discarded thereafter.

Data We Collect Automatically: We do not use cookies or tracking technologies to collect personal information about you. We do not collect analytics on your usage.

Third-Party Services: The analysis is performed by Google's Gemini API. Your use of this tool is also subject to Google's Privacy Policy and Terms of Service as it relates to their API services.

Data Security: We use secure protocols (HTTPS) for data transmission. However, no method of transmission over the Internet is 100% secure. While we strive to protect your data, we cannot guarantee its absolute security.

Changes to This Policy: We may update this policy from time to time. We will notify you of any changes by posting the new policy on this page.

Terms of Service

Last updated: July 25, 2025

1. Acceptance of Terms: By using Prompt Detective ("the Service"), you agree to be bound by these Terms of Service.

2. Description of Service: The Service provides an estimated prompt that could have generated a given piece of text or an image. The results are generated by a computational model and are for informational purposes only. They are not a guarantee of the actual prompt used.

3. Disclaimer of Warranty: The Service is provided "as is" without any warranties of any kind. We do not guarantee the accuracy, completeness, or reliability of any results. You use the Service at your own risk.

4. Limitation of Liability: In no event shall the creator of Prompt Detective be liable for any direct, indirect, incidental, or consequential damages arising out of the use or inability to use the Service.

5. User Conduct: You agree not to use the Service to analyze any content that is illegal, defamatory, or infringes on the rights of others, including intellectual property rights.

Contact & Collaboration

This tool was created by Anshumaan Vishnu, a researcher and professional working at the intersection of technology, governance, and security.

For professional inquiries, feedback, or collaboration opportunities—particularly in areas like Cybercrime Security, OSINT, and Digital Media in Governance—please feel free to connect through the following platforms:

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You can also explore his research on platforms like SSRN and ORCID.

Prompt Detective

Verdict

Plausible Prompt

Forensic Analysis