RRepoGEO

REPOGEO REPORT · LITE

AllYourBot/hostedgpt

Default branch main · commit de9d18ce · scanned 6/12/2026, 7:07:21 PM

GitHub: 512 stars · 503 forks

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 AllYourBot/hostedgpt, 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 the README's opening sentence to emphasize its core purpose

    Why:

    CURRENT
    HostedGPT is a free, open-source alternative to ChatGPT also supporting other providers (Anthropic, Google, Llama, Groq, etc.). It's a Ruby on Rails app so you can run it on any server or even your own computer.
    COPY-PASTE FIX
    HostedGPT is a free, open-source, self-hostable AI chat application, an alternative to ChatGPT that also supports other providers (Anthropic, Google, Llama, Groq, etc.). Built as a Ruby on Rails app, you can run it on any server or your own computer.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai, llm, chatgpt-alternative, self-hosted, ruby-on-rails, generative-ai, chat-assistant, multi-model, open-source
  • mediumabout#3
    Clarify multi-model support in the About description

    Why:

    CURRENT
    An open version of ChatGPT you can host anywhere or run locally.
    COPY-PASTE FIX
    A self-hostable, open-source AI chat application supporting multiple models (ChatGPT, Claude, Gemini, Llama, Groq, etc.) that you can run anywhere or locally.

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 AllYourBot/hostedgpt
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
go-skynet/LocalAI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. go-skynet/LocalAI · recommended 1×
  2. ollama/ollama · recommended 1×
  3. LM Studio · recommended 1×
  4. oobabooga/text-generation-webui · recommended 1×
  5. janhq/jan · recommended 1×
  • CATEGORY QUERY
    How to self-host an open-source AI chat assistant with multiple model support?
    you: not recommended
    AI recommended (in order):
    1. LocalAI (go-skynet/LocalAI)
    2. Ollama (ollama/ollama)
    3. LM Studio
    4. text-generation-webui (oobabooga/text-generation-webui)
    5. Jan (janhq/jan)
    6. PrivateGPT (imartinez/privateGPT)
    7. LiteLLM (BerriAI/litellm)

    AI recommended 7 alternatives but never named AllYourBot/hostedgpt. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Open-source Ruby on Rails project for building a custom AI assistant frontend?
    you: not recommended
    AI recommended (in order):
    1. Active Admin (activeadmin/activeadmin)
    2. Rails Admin (sferik/rails_admin)
    3. Administrate (thoughtbot/administrate)
    4. Trestle (TrestleAdmin/trestle)
    5. Forest Admin (ForestAdmin/forest-rails)

    AI recommended 5 alternatives but never named AllYourBot/hostedgpt. 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 AllYourBot/hostedgpt?
    pass
    AI named AllYourBot/hostedgpt explicitly

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

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

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

Embed your GEO score

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AllYourBot/hostedgpt — 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