RRepoGEO

REPOGEO REPORT · LITE

looplj/axonhub

Default branch unstable · commit 587b01ac · scanned 5/16/2026, 11:37:13 PM

GitHub: 3,807 stars · 461 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 looplj/axonhub, 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 README H1/Intro to disambiguate from 'Axon Framework'

    Why:

    CURRENT
    # AxonHub - All-in-one AI Development Platform
### Use any SDK. Access any model. Zero code changes.
    COPY-PASTE FIX
    # AxonHub: The Open-Source AI Gateway for LLM Management
### Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing. (Not affiliated with Axon Framework)
  • mediumcomparison#2
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a new section, e.g., `## 🆚 AxonHub vs. Alternatives` or `## Why AxonHub?` that briefly outlines differentiators against common alternatives like LiteLLM, OpenRouter, and Portkey.ai.
  • lowlicense#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add a section like `## 📄 License` stating: "AxonHub is released under the terms specified in the [LICENSE](LICENSE) file. Please refer to this file for full details on the applicable license(s)."

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 looplj/axonhub
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LiteLLM
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LiteLLM · recommended 2×
  2. OpenRouter · recommended 2×
  3. Portkey.ai · recommended 2×
  4. Helicone.ai · recommended 2×
  5. LangChain · recommended 2×
  • CATEGORY QUERY
    How to manage multiple LLM providers and SDKs with a single API gateway?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter
    3. Portkey.ai
    4. Helicone.ai
    5. LangChain
    6. Azure AI Studio
    7. AWS Bedrock

    AI recommended 7 alternatives but never named looplj/axonhub. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a solution for LLM failover, load balancing, and cost optimization across different providers.
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter
    3. Portkey.ai
    4. Helicone.ai
    5. FastAPI
    6. Express.js
    7. LangChain

    AI recommended 7 alternatives but never named looplj/axonhub. 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 looplj/axonhub?
    pass
    AI named looplj/axonhub explicitly

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

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

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

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looplj/axonhub — 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