What Made It?
Evidence-first AI analysis for images, video, audio & docs
Details
- External ID
- 1243671
- Source
- PH
- Company
- —
- Product
- What Made It?
- Website domain
- producthunt.com
- Launched
- Sept. 10, 2026
- Cohort
- —
- Upvotes
- 1
- Upvotes percentile
- 0.30815693820825313
- Tags
- Privacy, Artificial Intelligence, Photo & Video
- Fetched at
- Sept. 12, 2026, 1:01 a.m.
- Updated at
- Sept. 12, 2026, 1:01 a.m.
Description
What Made It? is an evidence-first workspace for investigating AI signals across images, PDFs, Office documents, video and audio. Instead of returning a single unexplained score, it separates model signals, file metadata and available Content Credentials into an inspectable evidence ledger. For documents and media, originals stay in your browser while you select the pages, frames, images or audio clip to analyze. Results include limitations—not claims of authorship or intent.
Enrichment
- Theme
- ai-powered learning and skills training
- Vertical
- Horizontal
- Function
- Analytics & BI
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- ai analysis for media authenticity
- Manually corrected
- False
Could you build this?
Partial The evidence inspection ledger and C2PA manifest reader are straightforward to vibe-code, but robust multimodal forensic detection of AI-generated imagery and audio requires specialized ML models.
What it would actually take: The architecture needs a client-side parsing pipeline for metadata and cryptographic C2PA credentials alongside backend inference servers running specialized forensic neural networks (e.g., spatial/frequency domain analysis for diffusion artifacts, audio spectrogram anomaly detection). Building it requires ML research expertise in media forensics and continuous model retraining against new generative techniques.
Competitors
Other products that read as similar to this one — 40 launches clear the similarity bar, closest 8 shown.
Attention rank: #13 of 41 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 301 days after the earliest competitor.
- Proofly · ph · 2026-09-07 · 1 upvotes · similarity 0.44
- The Catalyst | An AI sci-fi Short Film · ph · 2026-09-23 · 2 upvotes · similarity 0.41
- DocMind AI · ph · 2026-09-23 · 1 upvotes · similarity 0.38
- Conviction · ph · 2026-09-18 · 1 upvotes · similarity 0.36
- X Intelligence · ph · 2026-09-28 · 1 upvotes · similarity 0.36
- Harbor: AI system of record for clinical trial data · yc · 2026-03-16 · 36 upvotes · similarity 0.36
- PaperMachine · ph · 2026-09-12 · 1 upvotes · similarity 0.36
- DidWork · ph · 2026-09-25 · 3 upvotes · similarity 0.35
Other launches for this product
- No other launches for this product.
Same idea, different domain
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