RRepoGEO

REPOGEO REPORT · LITE

tractorjuice/arc-kit

Default branch main · commit 60de3424 · scanned 5/23/2026, 10:31:39 PM

GitHub: 1,897 stars · 236 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
22 /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
1 / 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 tractorjuice/arc-kit, 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
    Add a clarifying sentence to the README's introduction

    Why:

    CURRENT
    # ArcKit - Enterprise Architecture Governance Toolkit

[](https://github.com/tractorjuice/arc-kit/stargazers)
    COPY-PASTE FIX
    # ArcKit - Enterprise Architecture Governance Toolkit

This toolkit is designed for enterprise architects and IT strategists, distinct from serverless frameworks like Architect.io.

[](https://github.com/tractorjuice/arc-kit/stargazers)
  • mediumabout#2
    Expand the repository's 'About' description

    Why:

    CURRENT
    Enterprise Architecture Governance & Vendor Procurement Toolkit
    COPY-PASTE FIX
    A comprehensive toolkit for enterprise architects, enabling structured governance, vendor procurement, design review, and strategic planning workflows. Ideal for IT strategists and architecture teams.

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 tractorjuice/arc-kit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Jira
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Jira · recommended 2×
  2. Ardoq · recommended 1×
  3. LeanIX · recommended 1×
  4. ServiceNow · recommended 1×
  5. Sparx Enterprise Architect · recommended 1×
  • CATEGORY QUERY
    How can I systematize enterprise architecture governance and design review workflows?
    you: not recommended
    AI recommended (in order):
    1. Ardoq
    2. LeanIX
    3. ServiceNow
    4. Sparx Enterprise Architect
    5. Microsoft Azure DevOps
    6. Jira
    7. Alfabet

    AI recommended 7 alternatives but never named tractorjuice/arc-kit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools assist with technology research, build vs buy analysis, and IT vendor procurement?
    you: not recommended
    AI recommended (in order):
    1. Gartner Peer Insights
    2. Gartner Research
    3. Forrester Research
    4. Capterra
    5. G2
    6. Software Advice
    7. LinkedIn Sales Navigator
    8. ZoomInfo
    9. RFPIO
    10. Loopio
    11. Microsoft Excel
    12. Google Sheets
    13. Jira
    14. Asana
    15. Trello

    AI recommended 15 alternatives but never named tractorjuice/arc-kit. 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 tractorjuice/arc-kit?
    pass
    AI did not name tractorjuice/arc-kit — 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 tractorjuice/arc-kit in production, what risks or prerequisites should they evaluate first?
    pass
    AI named tractorjuice/arc-kit 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 tractorjuice/arc-kit solve, and who is the primary audience?
    pass
    AI did not name tractorjuice/arc-kit — 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?

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tractorjuice/arc-kit — 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