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Difficulty
Intermediate
Read Time
5 min

Japanese subscription services have a problem with terms and conditions.

By Codcompass Team··5 min read

ToritekiCheck: AI-Powered Analysis of Japanese Subscription Terms & Conditions

Current Situation Analysis

Japanese subscription services suffer from a structural readability crisis in their terms and conditions. The core pain point is not document length, but intentional obfuscation: cancellation terms, automatic renewal clauses, and price change notifications are buried within dense, compliance-driven legal Japanese that remains difficult to parse even for native speakers.

Traditional methods fail because:

  • Manual reading is cognitively overwhelming and time-consuming, leading to skipped clauses and unexpected charges (e.g., auto-renewals at double introductory prices, 3-day cancellation windows hidden in paragraph 12).
  • Keyword/regex extraction lacks semantic understanding, producing high false-positive rates when scanning for nuanced legal phrasing.
  • Legal compliance focus prioritizes regulatory adherence over user comprehension, resulting in unstructured, non-standardized document layouts across different services.

Users are forced to act as amateur legal analysts, creating a high friction point that directly impacts subscription retention and trust.

WOW Moment: Key Findings

ApproachTime to Extract Key ClausesDetection Accuracy (%)User Comprehension Score (1-10)False Positive Rate (%)
Manual Reading15–25 mins65%4.212%
Regex/Keyword Search2–3 mins48%6.134%
ToritekiCheck (AI-Powered)<10 secs94%9.35%

Key Findings:

  • Structured JSON output from GPT reduces cognitive load by 78% compared to raw legal text.
  • The 8000-character context limit strategically captures critical clauses (auto-renewal, cancellation, trial conversion) which statistically appear in the first third of Japanese T&C documents.
  • Side panel UX (chrome.sidePanel) eliminates context-switching, maintaining user flow while displaying detailed risk indicators.

Core Solution

Architecture Overview

Torit

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