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AI or Not
Sightengine
Illuminarty AI
Hive AI
Copyleaks
Originality.AI
Copy.ai
Evidence-first AI detection for images, PDFs, and digital media. Inspect multi-channel forensic signals, C2PA Content Credentials, and metadata with transparent limitations.
Website, pricing, platforms and company facts side by side.
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| Website | opendevdocs.com | whatmadeit.com |
| Pricing | — | |
| Platforms | — | |
| Company | — | 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


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Evidence-First AI Content Authenticity & Digital Provenance 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...
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As answered by people managing Open Devdocs and What Made It.
What Made It's answer:
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.
What Made It's answer:
What Made It's answer:
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.
What Made It's answer:
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.
What Made It's answer:
What Made It's answer:
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