RRepoGEO

REPOGEO REPORT · LITE

BoCloud/folib

Default branch main · commit 630325ba · scanned 6/29/2026, 10:16:38 PM

GitHub: 2,333 stars · 144 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 BoCloud/folib, 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
    Add a prominent English tagline to the README

    Why:

    COPY-PASTE FIX
    # FOLib: A Universal Artifact Repository & AI Model Proxy for AI R&D
  • mediumtopics#2
    Expand repository topics for better category matching

    Why:

    CURRENT
    aimodels, artifactory, docker-registry, harbor, huggingface, maven, nexus, npm, ohpm, repository, software-supply-chain
    COPY-PASTE FIX
    aimodels, artifactory, docker-registry, harbor, huggingface, maven, nexus, npm, ohpm, repository, software-supply-chain, package-registry, mlops, ai-platform, universal-repository
  • lowabout#3
    Reorder description to highlight AI model proxy first

    Why:

    CURRENT
    全语言制品仓库，涵盖npm、Maven、PyPi、Docker、Gradle、SBT、Cocoapods、Swift、RPM、Debian、PHP、Go、Pub、Ivy、NuGet、Conda、Cargo、Conan、Yarn、GitLFS、Helm、OHPM等主流工具,涵盖Huggingface 等主流AI模型仓库的代理与同步
    COPY-PASTE FIX
    涵盖Huggingface 等主流AI模型仓库的代理与同步, 全语言制品仓库，涵盖npm、Maven、PyPi、Docker、Gradle、SBT、Cocoapods、Swift、RPM、Debian、PHP、Go、Pub、Ivy、NuGet、Conda、Cargo、Conan、Yarn、GitLFS、Helm、OHPM等主流工具

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 BoCloud/folib
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Amazon S3
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Amazon S3 · recommended 2×
  2. Azure Blob Storage · recommended 2×
  3. Google Cloud Storage · recommended 2×
  4. JFrog Artifactory · recommended 1×
  5. Sonatype Nexus Repository Pro · recommended 1×
  • CATEGORY QUERY
    Unified artifact repository for diverse programming languages and AI model hosting.
    you: not recommended
    AI recommended (in order):
    1. JFrog Artifactory
    2. Sonatype Nexus Repository Pro
    3. GitLab Package Registry
    4. AWS CodeArtifact
    5. Amazon S3
    6. Azure Artifacts
    7. Azure Blob Storage
    8. Google Cloud Artifact Registry
    9. Google Cloud Storage
    10. MLflow Tracking Server

    AI recommended 10 alternatives but never named BoCloud/folib. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a private proxy for Huggingface-like AI model repositories and ML artifacts.
    you: not recommended
    AI recommended (in order):
    1. Artifactory
    2. Nexus Repository Manager
    3. Git LFS (git-lfs/git-lfs)
    4. GitLab (gitlabhq/gitlabhq)
    5. GitHub Enterprise
    6. Bitbucket Server
    7. MinIO (minio/minio)
    8. Amazon S3
    9. Google Cloud Storage
    10. Azure Blob Storage
    11. MLflow Tracking Server (mlflow/mlflow)

    AI recommended 11 alternatives but never named BoCloud/folib. 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 BoCloud/folib?
    pass
    AI named BoCloud/folib explicitly

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

  • If a team adopts BoCloud/folib in production, what risks or prerequisites should they evaluate first?
    pass
    AI named BoCloud/folib 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 BoCloud/folib solve, and who is the primary audience?
    pass
    AI named BoCloud/folib 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 BoCloud/folib. 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite