RRepoGEO

REPOGEO REPORT · LITE

greko6/xfb2xfb

Default branch master · commit 7e29d25c · scanned 6/3/2026, 11:28:39 AM

GitHub: 778 stars · 54 forks

AI VISIBILITY SCORE
35 /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
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 greko6/xfb2xfb, 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 H1 to explicitly clarify 'xfb' and the repo's purpose

    Why:

    CURRENT
    # xfb2xfb (https://github.com/greko6/xfb2xfb)
    COPY-PASTE FIX
    # xfb2xfb (ex-Facebook to ex-Facebook): A Lookup Table of Similar Tech & Services
  • highlicense#2
    Add a standard open-source license file

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumtopics#3
    Update repository topics to be more specific to the repo's actual content and audience

    Why:

    CURRENT
    infrastructure, infrastructure-management, lookup-table
    COPY-PASTE FIX
    facebook-internal-tools, tech-comparison, open-source-alternatives, lookup-table, metamates

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 greko6/xfb2xfb
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
jaegertracing/jaeger
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. jaegertracing/jaeger · recommended 1×
  2. prometheus/prometheus · recommended 1×
  3. grafana/grafana · recommended 1×
  4. istio/istio · recommended 1×
  5. linkerd/linkerd2 · recommended 1×
  • CATEGORY QUERY
    What open source alternatives exist for common internal infrastructure tools from large tech companies?
    you: not recommended
    AI recommended (in order):
    1. Jaeger (jaegertracing/jaeger)
    2. Prometheus (prometheus/prometheus)
    3. Grafana (grafana/grafana)
    4. Istio (istio/istio)
    5. Linkerd (linkerd/linkerd2)
    6. HashiCorp Vault (hashicorp/vault)
    7. Flagsmith (Flagsmith/flagsmith)
    8. Unleash (Unleash/unleash)
    9. Backstage (backstage/backstage)
    10. Apache Airflow (apache/airflow)
    11. Temporal (temporalio/temporal)

    AI recommended 11 alternatives but never named greko6/xfb2xfb. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How do various open source data pipeline and configuration management tools compare?
    you: not recommended
    AI recommended (in order):
    1. Apache Airflow
    2. Prefect
    3. Dagster
    4. Apache Nifi
    5. Luigi
    6. Ansible
    7. Terraform

    AI recommended 7 alternatives but never named greko6/xfb2xfb. 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 greko6/xfb2xfb?
    pass
    AI named greko6/xfb2xfb explicitly

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

  • If a team adopts greko6/xfb2xfb in production, what risks or prerequisites should they evaluate first?
    pass
    AI named greko6/xfb2xfb 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 greko6/xfb2xfb solve, and who is the primary audience?
    pass
    AI named greko6/xfb2xfb 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 greko6/xfb2xfb. 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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MARKDOWN (README)
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greko6/xfb2xfb — 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
greko6/xfb2xfb — RepoGEO report