RRepoGEO

REPOGEO REPORT · LITE

deanxv/done-hub

Default branch main · commit c84ec8bc · scanned 5/31/2026, 4:22:02 PM

GitHub: 758 stars · 138 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 deanxv/done-hub, 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 repository's 'About' section

    Why:

    COPY-PASTE FIX
    A powerful, enhanced reverse proxy and API gateway for AI models (Claude Code, Gemini CLI, Codex, Antigravity, etc.), featuring channel management, invitation/rebate systems, and data analytics, built upon one-hub.
  • hightopics#2
    Add relevant topics to improve categorization and searchability

    Why:

    COPY-PASTE FIX
    ai-proxy, api-gateway, reverse-proxy, claude-api, gemini-api, codex-api, ai-models, channel-management, invitation-system, rebate-system, data-analytics
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://t.me/+raL5ppEzDIFmZTY1

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 deanxv/done-hub
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Caddy
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Caddy · recommended 1×
  2. Nginx · recommended 1×
  3. Traefik · recommended 1×
  4. HAProxy · recommended 1×
  5. Envoy Proxy · recommended 1×
  • CATEGORY QUERY
    Looking for a tool to reverse proxy various AI model APIs like Claude Code or Gemini CLI.
    you: not recommended
    AI recommended (in order):
    1. Caddy
    2. Nginx
    3. Traefik
    4. HAProxy
    5. Envoy Proxy

    AI recommended 5 alternatives but never named deanxv/done-hub. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I manage and control access to multiple AI API channels with an invitation system?
    you: not recommended
    AI recommended (in order):
    1. Auth0
    2. AWS Amplify
    3. Kong Gateway
    4. Okta
    5. Azure API Management
    6. FusionAuth
    7. Keycloak

    AI recommended 7 alternatives but never named deanxv/done-hub. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 deanxv/done-hub?
    pass
    AI named deanxv/done-hub explicitly

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

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

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

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deanxv/done-hub — 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