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Content True

Content True

Content True is a high-precision AI detector achieving 98.5% accuracy in identifying text from ChatGPT, Claude, Gemini, and other major AI models.

FreemiumAI Content Detectorcontenttrue.org
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Published on Jul 6, 2026

Benchmarks

How Content True scores on agent readiness and AI visibility AI Readiness and GEO Score are platform assessments generated by VibeLaunch after submission.

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Overview

Content True is a professional-grade AI detection platform designed to verify the originality of written content. In an era where AI-generated text is becoming indistinguishable from human writing, Content True provides a necessary layer of verification using a massive proprietary model featuring over 100 billion parameters. Unlike simple wrappers, this tool is built from the ground up to identify the subtle mechanical patterns left by LLMs like GPT-4, Claude, Gemini, and Llama.

The platform solves the critical problem of maintaining academic and professional integrity by offering a 98.5% accuracy rate. It goes beyond surface-level scanning by analyzing complex linguistic features such as perplexity (text randomness), burstiness (variation in sentence structure), and semantic flow. This deep analysis allows it to catch AI content that has been slightly modified to bypass standard detectors.

One of Content True's standout features is its deep optimization for the Japanese language, addressing a common gap in the AI detection market where many tools struggle with non-English syntax. It also supports over 50 other languages, making it a versatile choice for global organizations. Furthermore, the service prioritizes user privacy with military-grade encryption and a strict policy against using submitted data for model training.

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Agent Readiness

How well an agent can understand this product and reconstruct a documented workflow from its official information.

Automated agent-readiness assessment of https://contenttrue.org/: 2 of 22 checks verified across 2 fetched pages. No substantial machine interface is documented — agents can understand and cite the product but not operate it. Absent: llms_txt, agent_tooling_artifacts, quickstart, api_reference, authentication, request_examples.

Readiness dimensions

DimensionScore
Documentation quality30
Execution verifiability0
Machine interface0
Project clarity75
Resource discoverability75
Workflow completeness0

What helps agents

  • docs: verified during this run
  • sitemap: verified during this run

Where agents are blocked

  • llms.txt is absent (HTTP probe during this run).
  • No agent instruction files, code-distribution commands, or named slash-command skills found across fetched pages.
  • No quickstart signal matched across 2 fetched pages.
  • No api reference signal matched across 2 fetched pages.
  • No authentication signal matched across 2 fetched pages.
  • No request examples signal matched across 2 fetched pages.

Evidence check

Public claims about this tool, each tagged with a verification status and its cited source.

AI チェッカー,高精度 AI コンテンツ検出ツール | Content True1
contenttrue.orgVerifiedChecked Aug 30, 2026

The entry page was fetched and analyzed for machine-interface signals (title, headings, developer links, keyword probes).

https://contenttrue.org/
https://contenttrue.org/sitemap.xml1
contenttrue.orgVerifiedChecked Aug 30, 2026

sitemap.xml is reachable and lists site pages.

https://contenttrue.org/sitemap.xml
更新履歴 | AI チェッカー,高精度 AI コンテンツ検出ツール | Content True1
contenttrue.orgVerifiedChecked Aug 30, 2026

A documentation surface is reachable at https://contenttrue.org/changelog.

https://contenttrue.org/changelog