RRepoGEO

REPOGEO REPORT · LITE

beclab/Olares

Default branch main · commit 3962d1b7 · scanned 6/19/2026, 5:36:30 AM

GitHub: 4,878 stars · 291 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 beclab/Olares, 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
    Insert a concise, bolded mission statement immediately after the H1

    Why:

    COPY-PASTE FIX
    **Olares is an open-source personal cloud operating system that empowers you to host your data and run AI agents locally on your own hardware.**
  • mediumreadme#2
    Explicitly highlight Olares' capabilities for running AI agents and models

    Why:

    COPY-PASTE FIX
    Add a new section titled 'AI & Your Personal Cloud' or integrate a prominent paragraph stating: 'Olares provides the infrastructure to run your own AI agents and large language models (LLMs) directly on your personal hardware. This ensures complete privacy for your AI interactions and gives you full control over your models and data, without relying on external cloud providers.'

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 beclab/Olares
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
nextcloud/server
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. nextcloud/server · recommended 1×
  2. CollaboraOnline/online · recommended 1×
  3. ONLYOFFICE/DocumentServer · recommended 1×
  4. owncloud/core · recommended 1×
  5. haiwen/seafile · recommended 1×
  • CATEGORY QUERY
    How can I self-host a personal cloud to ensure data privacy and digital autonomy?
    you: not recommended
    AI recommended (in order):
    1. Nextcloud (nextcloud/server)
    2. Collabora Online (CollaboraOnline/online)
    3. ONLYOFFICE (ONLYOFFICE/DocumentServer)
    4. ownCloud (owncloud/core)
    5. Seafile (haiwen/seafile)
    6. Plex
    7. Syncthing (syncthing/syncthing)
    8. OpenMediaVault (openmediavault/openmediavault)
    9. TrueNAS CORE (truenas/truenas)
    10. FileBrowser (filebrowser/filebrowser)

    AI recommended 10 alternatives but never named beclab/Olares. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source solutions exist for running AI agents on a personal home server?
    you: not recommended
    AI recommended (in order):
    1. LocalAI
    2. Ollama
    3. LM Studio
    4. text-generation-webui (Oobabooga)
    5. Jan
    6. Llama.cpp
    7. TensorFlow Lite
    8. PyTorch Mobile

    AI recommended 8 alternatives but never named beclab/Olares. 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 beclab/Olares?
    pass
    AI named beclab/Olares explicitly

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

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

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

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beclab/Olares — 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