RRepoGEO

REPOGEO REPORT · LITE

alibaba/clusterdata

Default branch master · commit 0d0f3f1e · scanned 7/1/2026, 8:17:29 AM

GitHub: 2,102 stars · 467 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
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 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 alibaba/clusterdata, 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
  • highlicense#1
    Add a LICENSE file to clarify usage terms

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the root directory with the appropriate license text. If a custom or compound license applies, also add a clear statement in the README explaining the terms.
  • hightopics#2
    Expand repository topics for better categorization

    Why:

    CURRENT
    ["dataset"]
    COPY-PASTE FIX
    ["cluster-trace", "data-center", "workload-patterns", "distributed-systems", "cloud-computing", "resource-management", "dataset", "alibaba-cloud"]
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add a URL to the repository's homepage field, ideally linking to a dedicated project page, research paper, or a more comprehensive overview of the Alibaba Cluster Trace Program.

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 alibaba/clusterdata
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Microsoft Azure Traces
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Microsoft Azure Traces · recommended 2×
  2. Grid'5000 Traces · recommended 2×
  3. Google Cluster Trace (GTrace) · recommended 1×
  4. Alibaba Cluster Trace · recommended 1×
  5. Facebook's Mononoke Trace · recommended 1×
  • CATEGORY QUERY
    Where can I find real-world cluster traces for researching data center workload patterns?
    you: not recommended
    AI recommended (in order):
    1. Google Cluster Trace (GTrace)
    2. Microsoft Azure Traces
    3. Alibaba Cluster Trace
    4. Facebook's Mononoke Trace
    5. Grid'5000 Traces
    6. LANL (Los Alamos National Laboratory) Traces

    AI recommended 6 alternatives but never named alibaba/clusterdata. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need production cluster performance datasets to simulate and analyze distributed system behavior.
    you: not recommended
    AI recommended (in order):
    1. Google Cluster Trace
    2. Microsoft Azure Traces
    3. Alibaba Cluster Traces
    4. Facebook's Production Traces
    5. Open Cloud Testbed (OCT) Traces
    6. Grid'5000 Traces

    AI recommended 6 alternatives but never named alibaba/clusterdata. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • 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 alibaba/clusterdata?
    pass
    AI did not name alibaba/clusterdata — likely talking about a different project

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

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

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

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alibaba/clusterdata — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite