RRepoGEO

REPOGEO REPORT · LITE

unicodeveloper/globalthreatmap

Default branch main · commit 0761ad97 · scanned 5/17/2026, 2:47:49 AM

GitHub: 1,578 stars · 269 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
35 /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
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 unicodeveloper/globalthreatmap, 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
  • highabout#1
    Update the repository's About description

    Why:

    CURRENT
    Global threat map. Learn wars, conflicts, military bases and history of nations.
    COPY-PASTE FIX
    Real-time OSINT platform for global security events, geopolitical threats, historical conflicts, and intelligence dossiers.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root, for example, using the MIT License template.
  • mediumtopics#3
    Refine repository topics for better categorization

    Why:

    CURRENT
    ai, ai-agents, ai-assistant, intelligence, nato, osint, osint-tool, real-time, usa-military, valyu-ai
    COPY-PASTE FIX
    osint, osint-tool, real-time, intelligence, geopolitical-intelligence, conflict-monitoring, threat-intelligence, global-security, nato, usa-military

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 unicodeveloper/globalthreatmap
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mapbox GL JS
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Mapbox GL JS · recommended 1×
  2. Mapbox Studio · recommended 1×
  3. Mapbox Data · recommended 1×
  4. Leaflet.js · recommended 1×
  5. OpenStreetMap · recommended 1×
  • CATEGORY QUERY
    How can I visualize real-time global security events and geopolitical threats on an interactive map?
    you: not recommended
    AI recommended (in order):
    1. Mapbox GL JS
    2. Mapbox Studio
    3. Mapbox Data
    4. Leaflet.js
    5. OpenStreetMap
    6. ArcGIS API for JavaScript
    7. ArcGIS Online
    8. ArcGIS Enterprise
    9. Google Maps Platform
    10. Google Maps JavaScript API
    11. Kepler.gl
    12. CesiumJS
    13. ACLED
    14. CrisisReady
    15. NewsAPI
    16. GDELT Project
    17. Node.js
    18. Python
    19. Flask
    20. Django
    21. Go

    AI recommended 21 alternatives but never named unicodeveloper/globalthreatmap. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an OSINT tool for tracking historical conflicts, military bases, and intelligence dossiers.
    you: not recommended
    AI recommended (in order):
    1. Janes IntelTrak
    2. OSINT Framework
    3. Google Earth Pro
    4. Bellingcat's Open-Source Investigation Toolkit
    5. ACLED (Armed Conflict Location & Event Data Project)
    6. GlobalSecurity.org
    7. Wayback Machine

    AI recommended 7 alternatives but never named unicodeveloper/globalthreatmap. This is the gap to close.

    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 unicodeveloper/globalthreatmap?
    pass
    AI named unicodeveloper/globalthreatmap explicitly

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

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