RRepoGEO

REPOGEO REPORT · LITE

yashab-cyber/HackGpt

Default branch main · commit 80b4260f · scanned 6/10/2026, 4:36:58 AM

GitHub: 832 stars · 173 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 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 yashab-cyber/HackGpt, 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
  • highreadme#1
    Reposition README to clarify enterprise platform vs. CLI tool

    Why:

    CURRENT
    HackGPT Enterprise is a production-ready, cloud-native AI-powered penetration testing platform designed for enterprise security teams.
    COPY-PASTE FIX
    HackGPT Enterprise is a production-ready, cloud-native AI-powered penetration testing **platform**, specifically designed for **enterprise security teams**. Unlike standalone CLI tools or individual frameworks, HackGPT offers a comprehensive, integrated solution for professional-grade cybersecurity assessments.
  • mediumtopics#2
    Add enterprise-focused topics

    Why:

    CURRENT
    ai, cybersecurity, ethical-hacking, pentest-tool, pentesting, research
    COPY-PASTE FIX
    ai, cybersecurity, ethical-hacking, pentest-tool, pentesting, research, enterprise-security, cloud-native, vulnerability-management, security-platform
  • mediumreadme#3
    Clarify existing license in README

    Why:

    COPY-PASTE FIX
    ## License
This project is licensed under [Specify License Name(s) and terms as found in the LICENSE file]. Please refer to the [LICENSE](LICENSE) file for full details.

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 yashab-cyber/HackGpt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Cymulate
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Cymulate · recommended 1×
  2. Picus Security · recommended 1×
  3. XM Cyber · recommended 1×
  4. AttackIQ · recommended 1×
  5. Palo Alto Networks Cortex Xpanse · recommended 1×
  • CATEGORY QUERY
    What are the best AI-powered penetration testing platforms for enterprise security teams?
    you: not recommended
    AI recommended (in order):
    1. Cymulate
    2. Picus Security
    3. XM Cyber
    4. AttackIQ
    5. Palo Alto Networks Cortex Xpanse
    6. Darktrace

    AI recommended 6 alternatives but never named yashab-cyber/HackGpt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking cloud-native AI tools for automated vulnerability discovery and zero-day detection in enterprise environments.
    you: not recommended
    AI recommended (in order):
    1. Palo Alto Networks Cortex XDR
    2. CrowdStrike Falcon Insight XDR
    3. Microsoft Defender for Cloud
    4. Google Cloud Security Command Center (SCC) Premium
    5. Lacework Polygraph Data Platform
    6. Wiz
    7. Tenable.io

    AI recommended 7 alternatives but never named yashab-cyber/HackGpt. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 yashab-cyber/HackGpt?
    pass
    AI named yashab-cyber/HackGpt explicitly

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

  • If a team adopts yashab-cyber/HackGpt in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yashab-cyber/HackGpt 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 yashab-cyber/HackGpt solve, and who is the primary audience?
    pass
    AI named yashab-cyber/HackGpt explicitly

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

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yashab-cyber/HackGpt — 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