RRepoGEO

REPOGEO REPORT · LITE

HiveNexus/HiveChat

Default branch main · commit 9d1e8ed6 · scanned 6/29/2026, 5:03:00 PM

GitHub: 1,159 stars · 181 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
28 /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
2 / 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 HiveNexus/HiveChat, 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 English positioning statement to the README

    Why:

    COPY-PASTE FIX
    Add the following sentence prominently at the top of the README, ideally before the feature list: 'HiveChat is an AI chatbot platform designed for small and medium-sized teams, offering support for various models including Deepseek, OpenAI, Claude, and Gemini, with features like user management and token quotas.'
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-chatbot, team-collaboration, self-hosted, llm, openai, claude, gemini, deepseek, nextjs, tailwind-css, postgresql, user-management, token-quotas, internal-chatbot
  • mediumreadme#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a section or sentence to the README, for example: 'This project is licensed under [Specify License Name(s) and/or terms, e.g., a custom license combining X and Y]. Please refer to the LICENSE file for full 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 HiveNexus/HiveChat
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 2×
  3. LocalAI · recommended 2×
  4. OpenAI API · recommended 1×
  5. Hugging Face Inference Endpoints · recommended 1×
  • CATEGORY QUERY
    How can I set up an internal AI chatbot for my team with multiple model options?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. LangChain
    3. LlamaIndex
    4. Hugging Face Inference Endpoints
    5. Hugging Face Spaces
    6. Azure AI Studio
    7. Google Cloud Vertex AI Conversation
    8. Voiceflow
    9. Botpress
    10. PrivateGPT
    11. LocalAI

    AI recommended 11 alternatives but never named HiveNexus/HiveChat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a self-hosted AI chat platform with user management and token quota features.
    you: not recommended
    AI recommended (in order):
    1. LocalAI
    2. Open WebUI
    3. Chatbot UI
    4. LlamaIndex
    5. Next.js
    6. React
    7. LangChain

    AI recommended 7 alternatives but never named HiveNexus/HiveChat. 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 HiveNexus/HiveChat?
    pass
    AI did not name HiveNexus/HiveChat — likely talking about a different project

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

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