RRepoGEO

REPOGEO REPORT · LITE

tanjiti/sec_profile

Default branch main · commit ed7346d7 · scanned 5/17/2026, 7:02:54 AM

GitHub: 1,529 stars · 251 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
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 tanjiti/sec_profile, 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
    Add a clear project purpose statement to the README

    Why:

    CURRENT
    # [数据--所有](README_20.md)
    COPY-PASTE FIX
    This repository provides tools to crawl and analyze security information from sources like secwiki and xuanwu.github.io/sec.today, identify security trends, and extract social media accounts (Twitter, WeChat, GitHub, etc.) of cybersecurity professionals.

# [数据--所有](README_20.md)
  • hightopics#2
    Add relevant topics to improve discoverability

    Why:

    COPY-PASTE FIX
    security-intelligence, osint, cybersecurity, web-scraping, trend-analysis, security-professionals
  • highlicense#3
    Add a LICENSE file to clarify usage rights

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the text of the MIT License.

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 tanjiti/sec_profile
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Splunk Enterprise Security (ES)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Splunk Enterprise Security (ES) · recommended 1×
  2. Microsoft Sentinel · recommended 1×
  3. Elastic Security · recommended 1×
  4. IBM QRadar · recommended 1×
  5. Exabeam Fusion SIEM · recommended 1×
  • CATEGORY QUERY
    Need a way to aggregate and analyze current security information from various sources.
    you: not recommended
    AI recommended (in order):
    1. Splunk Enterprise Security (ES)
    2. Microsoft Sentinel
    3. Elastic Security
    4. IBM QRadar
    5. Exabeam Fusion SIEM
    6. Securonix Next-Gen SIEM

    AI recommended 6 alternatives but never named tanjiti/sec_profile. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a tool to discover influential cybersecurity professionals and their social profiles.
    you: not recommended
    AI recommended (in order):
    1. Followerwonk
    2. SparkToro
    3. Brandwatch
    4. Kred
    5. BuzzSumo
    6. LinkedIn Sales Navigator
    7. Twitter Advanced Search

    AI recommended 7 alternatives but never named tanjiti/sec_profile. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 tanjiti/sec_profile?
    pass
    AI named tanjiti/sec_profile explicitly

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

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

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

Embed your GEO score

Drop this badge into the README of tanjiti/sec_profile. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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tanjiti/sec_profile — 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