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Sources

AI text humanizers and detectors

Recent window: last 5.2 months (2026-04-24 → 2026-09-28), compared with the prior 5.2 months.

horizontal · 130 members · Data as of 2026-09-30

These products identify machine-generated prose or rewrite AI content to sound naturally human and evade automated detection systems. They are primarily used by content creators, marketers, students, and researchers managing the authenticity of digital text. Unlike standard AI writing assistants, this cluster focuses specifically on analyzing, masking, or validating the stylistic signatures of generated text.

Metrics

Stage
forming
Recent count
103
Prior count
9
Total count
130
Momentum
300.00
Attention
0.31
Crowding
0.53
Concentration
0.83
Opportunity
0.49

Opportunity components

Attention
0.31
Low crowding
0.47
Momentum (normalized)
1.00
Low concentration
0.17

Monthly trajectory

Source split

github
17 (0.17)
hn
12 (0.12)
ph
73 (0.71)
yc
1 (0.01)

Dominant source: ph · Divergence: 0.70

Similar themes

Members

Name Source Upvotes ▲ Launched
Saanora PH 10 2026-09-22
PeopleSocial: X + AI Caption Generation PH 10 2026-09-30
de-ai-router GITHUB 10 2026-09-25
RayCodes_Humanizer GITHUB 10 2026-09-15
developer-ai-writer GITHUB 10 2026-09-15
Unlayer: AI-powered content creation for your product YC 17 2026-06-09
academic-writing GITHUB 18 2026-09-21
Slop or not HN 19 2026-03-12
bookflow-skill GITHUB 20 2026-09-11
chinese-guba-ai-detector GITHUB 22 2026-09-18
I'm building an AI-proof writing tool. How would you defeat it? HN 24 2026-01-28
Autofit2 HN 28 2026-06-25
quiron GITHUB 51 2026-09-23
qu-ai-wei GITHUB 62 2026-09-23
tiny-classifiers GITHUB 68 2026-09-27
Training a model to identify AI web content from structure alone HN 73 2026-09-22
We fingerprinted 178 AI models' writing styles and similarity clusters HN 78 2026-04-08
turkish-native GITHUB 81 2026-09-11
Edyt PH 82 2026-09-22
Lattice PH 88 2026-09-28
textlint-rule-preset-ai-words-ja GITHUB 95 2026-09-12
Prosed PH 155 2026-05-22
Jotform AI PH 171 2026-03-24
Tiny Diffusion HN 172 2025-11-10
Claude Sonnet 5.5 PH 223 2026-09-29
Nitro 4.0 PH 238 2026-08-07
AdsTurbo PH 343 2026-03-20
Claude Sonnet 5 PH 416 2026-07-01
text-humanizer GITHUB 734 2026-09-16
text-humanizer GITHUB 740 2026-09-23