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AI Text Detector by The Design Tools

A private AI text detector that shows its own error rate

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Paste any text and see how machine-written it reads, with the signals behind the score. Runs 100% in your browser: nothing is uploaded, no account, no limits. Tested on AI models it never trained on: catches 83%, wrongly flags 13% of human text.

PH · launched Sep 28, 2026 · 1 upvote (top 69%) · 0 views

Niche: ai content detection software · 97 launches, 5 in the last 7 days ▼ -50% · Explore this niche →

Category and tags

  • Horizontal
  • Compliance & governance
  • B2C
  • AI-native
  • Commercial product
  • Design Tools
  • Text Editors
  • Artificial Intelligence

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Could you build this?

Partial Running an in-browser inference pipeline using ONNX Runtime Web or Transformers.js is achievable, but training and calibrating a reliable, low-false-positive AI detection model requires custom ML datasets and evaluation.

What it would actually take: The front end would use WebAssembly-based ONNX Runtime or Transformers.js to execute a quantized classifier (like a distilled RoBERTa model) entirely in-browser. The hard part is curating extensive training corpora of human vs. AI-generated text across various models, fine-tuning the model, and calibrating confidence scores and feature attributions (like perplexity and burstiness) to remain lightweight enough for browser execution. This requires machine learning research and specialized NLP training pipelines.

Competitors

Other products that read as similar to this one : 437 launches clear the similarity bar, closest 8 shown.

Attention rank: #330 of 438 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 319 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.