RRepoGEO

REPOGEO REPORT · LITE

beclab/Olares

Default branch main · commit 6207ef2d · scanned 5/9/2026, 10:21:32 AM

GitHub: 4,527 stars · 262 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 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

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition Olares' core definition to the top of the README

    Why:

    CURRENT
    We believe you have a fundamental right to control your digital life. The most effective way to uphold this right is by hosting your data locally, on your own hardware.

Olares is an **open-source personal cloud operating system** designed to empower you to own and manage your digital assets locally. Instead of relying on public cloud
    COPY-PASTE FIX
    Olares is an **open-source personal cloud operating system** designed to empower you to own and manage your digital assets locally.
  • mediumreadme#2
    Add a 'Why Olares?' or comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, such as 'Why Olares? Differentiating from Traditional Personal Clouds' or 'Olares vs. Nextcloud/ownCloud', that explicitly positions Olares against common personal cloud solutions and highlights its unique value proposition, especially around AI integration and data ownership.
  • lowtopics#3
    Reorder repository topics to prioritize core identity

    Why:

    CURRENT
    ai-agents, ai-privacy, edge-ai, home-automation, home-cloud, home-server, homelab, homeserver, kubernetes, local-ai, mcp, model-serving, personal-cloud, self-hosted
    COPY-PASTE FIX
    personal-cloud, self-hosted, home-cloud, home-server, homelab, homeserver, ai-privacy, ai-agents, edge-ai, local-ai, model-serving, home-automation, kubernetes, mcp

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
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Nextcloud · recommended 1×
  2. ownCloud · recommended 1×
  3. Seafile · recommended 1×
  4. Pydio Cells · recommended 1×
  5. Syncthing · recommended 1×
  • CATEGORY QUERY
    How can I set up a self-hosted personal cloud to protect my data privacy?
    you: not recommended
    AI recommended (in order):
    1. Nextcloud
    2. ownCloud
    3. Seafile
    4. Pydio Cells
    5. Syncthing
    6. FileBrowser
    7. Cloudron

    AI recommended 7 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 and models on a home server?
    you: not recommended
    AI recommended (in order):
    1. LM Studio
    2. Ollama
    3. LocalAI
    4. text-generation-webui
    5. Open WebUI
    6. LiteLLM
    7. AutoGPT
    8. BabyAGI
    9. SuperAGI

    AI recommended 9 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?

Embed your GEO score

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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