RRepoGEO

REPOGEO REPORT · LITE

tanjiti/sec_profile

Default branch main · commit c14a9e4f · scanned 6/28/2026, 8:37:47 AM

GitHub: 1,562 stars · 259 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

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

OVERALL DIRECTION
  • highreadme#1
    Add a clear project overview to the README's beginning

    Why:

    COPY-PASTE FIX
    This repository provides tools to scrape and analyze cybersecurity intelligence from key sources like secwiki and xuanwu.github.io/sec.today. It helps users track emerging security trends and extract public profiles of cybersecurity professionals (e.g., Twitter, WeChat, GitHub accounts) for OSINT and threat intelligence gathering.
  • mediumlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root, choosing a standard open-source license such as MIT or Apache-2.0.

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
Feedly
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Feedly · recommended 1×
  2. Recorded Future · recommended 1×
  3. Anomali ThreatStream · recommended 1×
  4. Flashpoint · recommended 1×
  5. ThreatConnect · recommended 1×
  • CATEGORY QUERY
    How can I find tools for aggregating cybersecurity news and analyzing emerging threat trends?
    you: not recommended
    AI recommended (in order):
    1. Feedly
    2. Recorded Future
    3. Anomali ThreatStream
    4. Flashpoint
    5. ThreatConnect
    6. MISP
    7. OSINT Framework

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

    Show full AI answer
  • CATEGORY QUERY
    Looking for a platform to discover security professional profiles and recommended cybersecurity books.
    you: not recommended
    AI recommended (in order):
    1. LinkedIn
    2. Goodreads
    3. Twitter
    4. Reddit
    5. Amazon
    6. Cybrary
    7. OWASP

    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?

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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