RRepoGEO

REPOGEO REPORT · LITE

xynehq/xyne

Default branch main · commit e1c2e69e · scanned 6/6/2026, 12:31:55 PM

GitHub: 667 stars · 65 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 xynehq/xyne, 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 H1 to the README for immediate clarity

    Why:

    COPY-PASTE FIX
    # Xyne: The Open-Source AI-first Search & Answer Engine for Work

Xyne is an AI-first Search & Answer Engine for work. We’re an OSS alternative to Glean, Gemini and MS Copilot.
  • mediumabout#2
    Refine the 'About' description to emphasize enterprise context

    Why:

    CURRENT
    AI-first Search & Answer Engine for work. Open-source alternative to Glean.
    COPY-PASTE FIX
    Xyne is an AI-first Search & Answer Engine designed for enterprise work environments. It's an open-source alternative to proprietary solutions like Glean, Gemini, and Microsoft Copilot, unifying search and providing AI-powered answers across all your business applications.
  • lowreadme#3
    Add a 'What Xyne is (and isn't)' section to the README

    Why:

    COPY-PASTE FIX
    ## What Xyne is (and isn't)

Xyne is an AI-first Search & Answer Engine for your workplace, designed to connect to your SaaS applications and provide secure, AI-powered answers and unified search.

**Xyne is NOT:**
*   A collection of Linux system administration scripts or tools.
*   An X window manager (like i3, dwm, or Openbox).
*   A general-purpose AI model or framework (like LangChain or LlamaIndex), but rather an application built on top of them for enterprise search.

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 xynehq/xyne
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Glean
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Glean · recommended 1×
  2. Andi · recommended 1×
  3. Slapdash · recommended 1×
  4. Rewind AI · recommended 1×
  5. Microsoft 365 Copilot · recommended 1×
  • CATEGORY QUERY
    How can I unify search across all my work apps and get AI-powered answers?
    you: not recommended
    AI recommended (in order):
    1. Glean
    2. Andi
    3. Slapdash
    4. Rewind AI
    5. Microsoft 365 Copilot
    6. Google Workspace Gemini

    AI recommended 6 alternatives but never named xynehq/xyne. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an open-source generative AI platform for secure enterprise search and knowledge retrieval.
    you: not recommended
    AI recommended (in order):
    1. Haystack (deepset-ai/haystack)
    2. LlamaIndex (run-llama/llama_index)
    3. LangChain (langchain-ai/langchain)
    4. OpenSearch (opensearch-project/OpenSearch)
    5. Weaviate (weaviate/weaviate)
    6. Elasticsearch (elastic/elasticsearch)

    AI recommended 6 alternatives but never named xynehq/xyne. 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 xynehq/xyne?
    pass
    AI named xynehq/xyne explicitly

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

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