RRepoGEO

REPOGEO REPORT · LITE

secluso/core

Default branch main · commit 001d7c54 · scanned 5/12/2026, 6:47:51 AM

GitHub: 1,105 stars · 29 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 secluso/core, 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
    Simplify README's opening and make H1 more descriptive

    Why:

    CURRENT
    <div align="center">

<p>
  
</p>

# Secluso

Private DIY home security for Raspberry Pi, with encrypted remote access and a 5-minute software setup.

Download Secluso Deploy • Build Your Own Guide • [Security Model](WHITE_PAPER.md) • Website 

</div>
    COPY-PASTE FIX
    # Secluso: Private DIY Raspberry Pi Home Security Camera System

Secluso is a private home security camera system for Raspberry Pi, offering encrypted remote access and a 5-minute software setup. Watch live video, get alerts, and open recordings from your phone without handing your footage to a cloud provider.

Download Secluso Deploy • Build Your Own Guide • [Security Model](WHITE_PAPER.md) • Website
  • mediumabout#2
    Reinforce core identity in the repository description

    Why:

    CURRENT
    A privacy-preserving Raspberry Pi home security camera that uses advanced end-to-end encryption.
    COPY-PASTE FIX
    A complete, privacy-preserving Raspberry Pi home security camera system that uses advanced end-to-end encryption.
  • lowreadme#3
    Add a 'Comparison with Alternatives' section to README

    Why:

    COPY-PASTE FIX
    ## Comparison with Alternatives

Secluso stands out from other open-source Raspberry Pi security camera solutions like Frigate, MotionEyeOS, Kerberos.io, and Shinobi Community Edition by prioritizing end-to-end encryption and privacy-by-design from the ground up. Unlike systems that rely on cloud services or require complex manual setup for secure remote access, Secluso offers a 5-minute software setup for a fully encrypted, self-hosted solution, ensuring your footage never leaves your control.

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 secluso/core
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
blakeblackshear/frigate
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. blakeblackshear/frigate · recommended 1×
  2. home-assistant/core · recommended 1×
  3. Tailscale · recommended 1×
  4. WireGuard · recommended 1×
  5. Reolink · recommended 1×
  • CATEGORY QUERY
    How to build a self-hosted, privacy-focused home security camera system with end-to-end encryption?
    you: not recommended
    AI recommended (in order):
    1. Frigate (blakeblackshear/frigate)
    2. Home Assistant (home-assistant/core)
    3. Tailscale
    4. WireGuard
    5. Reolink
    6. Amcrest
    7. Hikvision
    8. ShinobiCCTV (moeiscool/Shinobi)
    9. OpenVPN
    10. ZoneMinder (ZoneMinder/zoneminder)
    11. StrongSwan
    12. Blue Iris

    AI recommended 12 alternatives but never named secluso/core. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for open source Raspberry Pi security camera solutions that offer encrypted remote access.
    you: not recommended
    AI recommended (in order):
    1. MotionEyeOS
    2. Kerberos.io
    3. Shinobi Community Edition
    4. ZoneMinder
    5. Home Assistant

    AI recommended 5 alternatives but never named secluso/core. 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 secluso/core?
    pass
    AI named secluso/core explicitly

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

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