RRepoGEO

REPOGEO REPORT · LITE

tg12/gpt_jailbreak_status

Default branch main · commit 6f5bdd14 · scanned 6/15/2026, 3:02:35 PM

GitHub: 932 stars · 65 forks

AI VISIBILITY SCORE
22 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface tg12/gpt_jailbreak_status, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0) that reflects your intended usage terms.
  • highreadme#2
    Clarify the README's opening to emphasize 'status tracking' over 'techniques'

    Why:

    CURRENT
    # Welcome to our GPT Jailbreak Status repository! 

We are committed to providing you with timely updates on the status of jailbreaking the OpenAI GPT language model.
    COPY-PASTE FIX
    # GPT Jailbreak Status Tracker: Real-time Updates on OpenAI LLM Vulnerabilities

This repository provides a dedicated, up-to-date overview of the current effectiveness and status of known jailbreaking techniques against OpenAI's GPT language models. Unlike defensive tools or general benchmarks, our focus is on tracking the live state of LLM vulnerabilities.
  • mediumtopics#3
    Add more specific topics to highlight 'status tracking' and 'vulnerability tracking'

    Why:

    CURRENT
    ai-safety, chatgpt, gpt, jailbreak, llm, openai, prompt-injection
    COPY-PASTE FIX
    ai-safety, chatgpt, gpt, jailbreak, llm, openai, prompt-injection, jailbreak-status, vulnerability-tracker

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface tg12/gpt_jailbreak_status
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Garak
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Garak · recommended 1×
  2. LLM Guard · recommended 1×
  3. Lakera Guard · recommended 1×
  4. Prompt Security (by Protect AI) · recommended 1×
  5. AdvBench · recommended 1×
  • CATEGORY QUERY
    How to monitor the current effectiveness of LLM prompt injection defenses?
    you: not recommended
    AI recommended (in order):
    1. Garak
    2. LLM Guard
    3. Lakera Guard
    4. Prompt Security (by Protect AI)
    5. AdvBench
    6. Gandalf Challenges
    7. LangChain

    AI recommended 7 alternatives but never named tg12/gpt_jailbreak_status. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find updates on techniques for bypassing large language model safety mechanisms?
    you: not recommended
    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of tg12/gpt_jailbreak_status?
    pass
    AI did not name tg12/gpt_jailbreak_status — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts tg12/gpt_jailbreak_status in production, what risks or prerequisites should they evaluate first?
    pass
    AI named tg12/gpt_jailbreak_status explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo tg12/gpt_jailbreak_status solve, and who is the primary audience?
    pass
    AI did not name tg12/gpt_jailbreak_status — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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tg12/gpt_jailbreak_status — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite