RRepoGEO

REPOGEO REPORT · LITE

fawney19/Aether

Default branch main · commit bf29129a · scanned 6/29/2026, 3:37:01 AM

GitHub: 1,253 stars · 179 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
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 fawney19/Aether, 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
  • highabout#1
    Add a concise English description to the 'About' section

    Why:

    COPY-PASTE FIX
    A self-hosted AI API Gateway and infrastructure platform for unified access, management, and proxying of multiple LLM services like Claude, OpenAI, and Gemini.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-api-gateway, llm-proxy, openai-proxy, claude-proxy, gemini-proxy, multi-tenant, cost-control, api-management, self-hosted
  • mediumreadme#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add a 'License' section to the README, stating: '## License
This project is licensed under the terms specified in the [LICENSE](LICENSE) file. Please review the file for complete details.'

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 fawney19/Aether
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
BerriAI/litellm
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. BerriAI/litellm · recommended 1×
  2. langchain-ai/langchain · recommended 1×
  3. OpenRouter · recommended 1×
  4. Portkey-AI/gateway · recommended 1×
  5. helicone/helicone · recommended 1×
  • CATEGORY QUERY
    How to unify access and manage multiple large language model APIs?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM (BerriAI/litellm)
    2. LangChain (langchain-ai/langchain)
    3. OpenRouter
    4. Portkey.ai (Portkey-AI/gateway)
    5. Helicone.ai (helicone/helicone)
    6. BlindAI (mithril-security/blindai)

    AI recommended 6 alternatives but never named fawney19/Aether. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Self-host an AI API gateway for cost control and multi-tenant access?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Proxy (openai/openai-proxy)
    2. Kong Gateway (Kong/kong)
    3. Apache APISIX (apache/apisix)
    4. Tyk API Gateway (TykTechnologies/tyk)
    5. Gloo Edge (solo-io/gloo)

    AI recommended 5 alternatives but never named fawney19/Aether. 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 fawney19/Aether?
    pass
    AI named fawney19/Aether explicitly

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

  • If a team adopts fawney19/Aether in production, what risks or prerequisites should they evaluate first?
    pass
    AI named fawney19/Aether 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 fawney19/Aether solve, and who is the primary audience?
    pass
    AI named fawney19/Aether explicitly

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

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fawney19/Aether — 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