ai content detection software
Recent window: last 5.4 months (2026-05-01 → 2026-10-11), compared with the prior 5.4 months.
Products in this niche analyze text, media, and code to identify machine-generated patterns and verify human authorship. They are primarily used by educators, editors, online platforms, and developers aiming to filter synthetic media or preserve editorial integrity. Unlike traditional plagiarism checkers or broad moderation tools, these solutions specifically search for statistical signatures, stylistic hallmarks, and watermarks left by generative models.
This theme's recent-window count is below the current min-count filter, so it does not appear in the opportunity scorecard.
Pulled from real Hacker News comment threads on this niche's launches.
Members
| Name | Source | Upvotes ▼ | Launched |
|---|---|---|---|
| absent-author | GITHUB | 109 | 2026-10-05 |
| textlint-rule-preset-ai-words-ja | GITHUB | 95 | 2026-09-12 |
| Training a model to identify AI web content from structure alone | HN | 73 | 2026-09-22 |
| ai-slop-detector | GITHUB | 58 | 2026-10-12 |
| snifftest | GITHUB | 27 | 2026-09-17 |
| chinese-guba-ai-detector | GITHUB | 22 | 2026-09-18 |
| Slop or not | HN | 19 | 2026-03-12 |
| Extension to filter LLM written articles | HN | 16 | 2026-09-11 |
| Sonicert | PH | 9 | 2026-10-13 |
| econ-ai-detector | GITHUB | 8 | 2026-09-09 |
| Can you really detect AI writing from human writing? | HN | 7 | 2026-05-13 |
| HN Bot Detector | HN | 7 | 2026-03-02 |
| Droptheslop.ai | HN | 6 | 2026-02-16 |
| DeChecker | HN | 6 | 2025-12-09 |
| Flag AI Slop in PRs | HN | 6 | 2026-01-16 |
| RealTube | HN | 6 | 2026-06-24 |
| Isitslop.xyz, a free AI-writing detector built on latest research | HN | 5 | 2026-06-15 |
| Certify you wrote it and not AI | HN | 5 | 2026-09-30 |
| Tropes.fyi | HN | 5 | 2026-02-20 |
| Scan any website for AI design patterns | HN | 5 | 2026-07-07 |
| AI Text Watermarking Playground | HN | 5 | 2026-08-17 |
| Hupmapper | PH | 4 | 2026-09-15 |
| AIWatermark: C2PA Conformant | PH | 3 | 2026-09-23 |
| SlopSignal | PH | 3 | 2026-10-07 |
| DrawDog | PH | 3 | 2026-09-10 |
| SolDetector | PH | 2 | 2026-09-15 |
| isGenAI | PH | 2 | 2026-09-07 |
| Lynote | PH | 2 | 2026-09-16 |
| TinyDetect | PH | 2 | 2026-10-13 |
| Unvail | PH | 2 | 2026-10-11 |
| DetectAI | PH | 2 | 2026-10-13 |
| AI Detector | PH | 2 | 2026-09-29 |
| SlopTotal | PH | 2 | 2026-10-10 |
| FreeAIDetectors | PH | 2 | 2026-09-22 |
| AI Slop Detector | PH | 2 | 2026-09-30 |
| PixelSniff | PH | 1 | 2026-09-28 |
| Lockmark | PH | 1 | 2026-10-09 |
| Veris | PH | 1 | 2026-09-10 |
| Aiscern | PH | 1 | 2026-09-07 |
| Is My Code AI | PH | 1 | 2026-09-19 |
| Uthentic | PH | 1 | 2026-09-19 |
| SlopDetector | PH | 1 | 2026-09-22 |
| What Made It? | PH | 1 | 2026-09-10 |
| Deepfake Detection | PH | 1 | 2026-09-23 |
| YouTube AI Flagger | PH | 1 | 2026-09-23 |
| AI Content Detector | PH | 1 | 2026-09-24 |
| ZeeroGPT | PH | 1 | 2026-09-25 |
| PicDetector | PH | 1 | 2026-09-29 |
| TRINETRA | PH | 1 | 2026-09-15 |
| Hawaa Hub marketing | PH | 1 | 2026-10-01 |