What Made It
Evidence-first AI detection for images, PDFs, and digital media. Inspect multi-channel forensic signals, C2PA Content Credentials, and metadata with transparent limitations.
Evidence-first AI detection for images, PDFs, and digital media. Inspect multi-channel forensic signals, C2PA Content Credentials, and metadata with transparent limitations.
This page is designed to help you find out whether What Made It is good and if it is the right choice for you.
Most AI detectors act as black boxes: you upload an image, and they return a single, unverified percentage. When models disagree or when images are compressed by social media, users are left guessing.
What Made It? takes a forensic approach to digital media verification. Instead of relying on a single opaque score, it evaluates three independent evidence channels:
Listed in
Multi-Signal Evidence
Evaluates visual diffusion patterns, container metadata, and C2PA credentials independently instead of a single black-box score.
Data Privacy & Security
Zero file retention. Uploaded files are processed in ephemeral encrypted pipelines, immediately discarded, and never used to train AI.
C2PA Provenance Forensics
Cryptographic manifest inspection verifying authentic camera hardware signatures (Leica, Sony) vs. AI generators (DALL·E, Midjourney).
Client-Side Tools
100% private browser tools for PDF document tampering, frame-by-frame video deepfake checks, and EXIF metadata extraction.
Supported Formats & Pricing
JPEG, PNG, WebP, PDF documents. Freemium with 3 free scans per day (no signup required) and Pro plan at $19/month.
What Made It? is built on an evidence-first, transparent philosophy. Unlike typical AI detectors that act as black boxes spitting out a single untrusted percentage, What Made It? evaluates three independent evidence channels separately: visual diffusion micro-patterns, container EXIF/XMP metadata, and cryptographic C2PA Content Credentials. Furthermore, it provides dedicated 100% private, client-side browser tools that execute directly on your device with zero file uploads.
Our primary audience includes: - Journalists, fact-checkers, and OSINT researchers verifying viral media and synthetic deepfakes. - Legal, HR, and compliance professionals auditing contracts, invoices, and resumes for digital alterations. - Photographers, digital artists, and publishers proving authentic camera capture and protecting copyright provenance. - Privacy-conscious professionals who require rigorous digital authenticity checks without uploading sensitive files to external servers.
As generative AI exploded, content verification became an opaque guessing game dominated by proprietary black-box detectors that frequently contradicted one another with no explanation. We founded What Made It? on a foundational principle: a conclusion is useful only when you can inspect how it was reached. We set out to build an open, verifiable evidence platform that separates visual signals from file metadata and cryptographic provenance, delivering clarity rather than false certainty.
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The latest comments about What Made It on Reddit. This can help you find out how popualr the product is and what people think about it.
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Is What Made It good? This is an informative page that will help you find out. Moreover, you can review and discuss What Made It here. The primary details have been verified within the last quarter. So they could be considered up to date. If you think we are missing something, please use the means on this page to comment or suggest changes. All reviews and comments are highly encouranged and appreciated as they help everyone in the community to make an informed choice. Please always be kind and objective when evaluating a product and sharing your opinion.
