RRepoGEO

REPOGEO REPORT · LITE

nickfox/GpsTracker

Default branch master · commit 6e1ba822 · scanned 6/7/2026, 8:06:44 PM

GitHub: 940 stars · 610 forks

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 nickfox/GpsTracker, 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 the README's opening sentence to clarify its full-stack, self-hosted nature and multi-platform support

    Why:

    CURRENT
    GPS Tracker is a complete GPS tracking system that allows you to track mobile devices in real-time using Google or Open Street Maps and other map providers.
    COPY-PASTE FIX
    GPS Tracker is a complete, open-source, full-stack, and self-hosted GPS tracking system for real-time monitoring of Android and iOS mobile devices, displaying routes on Google or Open Street Maps.
  • hightopics#2
    Add more specific and descriptive topics

    Why:

    CURRENT
    gps, gpstracker
    COPY-PASTE FIX
    gps, gpstracker, real-time-tracking, mobile-tracking, full-stack, self-hosted, php, kotlin, swiftui, android, ios
  • mediumcomparison#3
    Add a 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison with Alternatives

Unlike commercial solutions or more complex platforms like Traccar, GPS Tracker offers a completely open-source, self-hosted, and full-stack solution with native Android (Kotlin) and iOS (SwiftUI) clients. It's designed for developers and users who prefer full control over their data and infrastructure, providing a transparent and customizable real-time tracking system.

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 nickfox/GpsTracker
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PostgreSQL
Recommended in 3 of 2 queries
COMPETITOR LEADERBOARD
  1. PostgreSQL · recommended 3×
  2. React · recommended 3×
  3. Vue.js · recommended 3×
  4. React Native · recommended 3×
  5. Flutter · recommended 3×
  • CATEGORY QUERY
    What open-source solutions exist for real-time GPS tracking of mobile devices?
    you: not recommended
    AI recommended (in order):
    1. Traccar
    2. OpenGTS
    3. GPS Tracking Platform (GTP)
    4. Flespi
    5. OSMAnd
    6. OwnTracks

    AI recommended 6 alternatives but never named nickfox/GpsTracker. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a full-stack open-source project to build a custom real-time mobile GPS tracker.
    you: not recommended
    AI recommended (in order):
    1. Traccar
    2. Spring Framework
    3. PostgreSQL
    4. MySQL
    5. H2
    6. SQL Server
    7. MongoDB
    8. Ext JS
    9. OpenGTS
    10. JSP
    11. Flespi
    12. React
    13. Vue.js
    14. Angular
    15. React Native
    16. Flutter
    17. Node.js
    18. Express.js
    19. PostgreSQL
    20. MongoDB
    21. React
    22. Vue.js
    23. React Native
    24. Flutter
    25. Python
    26. Django
    27. Flask
    28. PostgreSQL
    29. React
    30. Vue.js
    31. React Native
    32. Flutter

    AI recommended 32 alternatives but never named nickfox/GpsTracker. 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 nickfox/GpsTracker?
    pass
    AI named nickfox/GpsTracker explicitly

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

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