REPOGEO REPORT · LITE

secluso/core

Default branch main · commit ae2069a3 · scanned 6/22/2026, 12:57:02 PM

GitHub: 1,582 stars · 46 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

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

Reposition the README's opening statement to explicitly state the product type

Why:

CURRENT

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

COPY-PASTE FIX

Secluso is a complete, private DIY home security camera system for Raspberry Pi, featuring encrypted remote access and a 5-minute software setup.

mediumreadme#2

Add a 'Who is Secluso for?' section to clarify the target audience

Why:

COPY-PASTE FIX

## Who is Secluso for?
Secluso is designed for privacy-conscious home users who want a self-hosted, cloud-free security camera solution for their Raspberry Pi. It's perfect for those who value data ownership and end-to-end encryption over convenience of cloud services, and are comfortable with a DIY setup.

lowtopics#3

Reorder topics to emphasize core product type and category

Why:

CURRENT

alternative, blink, camera, e2ee, end-to-end-encrypted, end-to-end-encryption, home, home-security, ip-camera, local-ai, nest, pi, privacy, privacy-tools, raspberry, raspberrypi, ring, security, security-camera, self-hosted

COPY-PASTE FIX

home-security, security-camera, raspberrypi, pi, camera, ip-camera, self-hosted, e2ee, end-to-end-encrypted, end-to-end-encryption, privacy, privacy-tools, home, alternative, blink, nest, ring, local-ai, security

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

Of all named tools, what % are you?

Top rival

Google Coral TPUs

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Google Coral TPUs · recommended 2×
Blue Iris · recommended 1×
Synology Surveillance Station · recommended 1×
Synology NAS · recommended 1×
blakeblackshear/frigate · recommended 1×

CATEGORY QUERY
How can I set up a private, self-hosted home security camera without cloud reliance?
you: not recommended
AI recommended (in order):
1. Blue Iris
2. Synology Surveillance Station
3. Synology NAS
4. Frigate (blakeblackshear/frigate)
5. Home Assistant (home-assistant/core)
6. Google Coral TPUs
7. ZoneMinder (ZoneMinder/zoneminder)
8. Reolink NVRs
9. Reolink Cameras
10. Amcrest NVRs
11. Amcrest Cameras
AI recommended 11 alternatives but never named secluso/core. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the best open-source, end-to-end encrypted security camera options for Raspberry Pi?
you: not recommended
AI recommended (in order):
1. MotionEyeOS
2. MotionEye
3. motion
4. OpenVPN
5. WireGuard
6. LUKS
7. Kerberos.io
8. Frigate
9. Google Coral TPUs
10. Docker
11. Home Assistant
12. Cloudflare Tunnel
13. Shinobi Community Edition
14. Shinobi
15. ZoneMinder
AI recommended 15 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

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/secluso/core.svg)](https://repogeo.com/en/r/secluso/core)

HTML

<a href="https://repogeo.com/en/r/secluso/core"><img src="https://repogeo.com/badge/secluso/core.svg" alt="RepoGEO" /></a>

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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