RRepoGEO

REPOGEO REPORT · LITE

spacedriveapp/spacebot

Default branch main · commit ac522774 · scanned 5/19/2026, 5:36:55 PM

GitHub: 2,229 stars · 345 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 spacedriveapp/spacebot, 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
    Refine the 'about' description to emphasize core differentiators

    Why:

    CURRENT
    An AI agent for teams, communities, and multi-user environments.
    COPY-PASTE FIX
    Opinionated AI agent infrastructure for teams and companies, designed for structured memory and goal-oriented task management.
  • mediumtopics#2
    Add more specific topics related to agent infrastructure and memory

    Why:

    CURRENT
    agent, agentic, ai, automation, developer-tools, enterprise, messaging
    COPY-PASTE FIX
    agent, agentic, ai, automation, developer-tools, enterprise, messaging, ai-agent-platform, agent-infrastructure, structured-memory, task-management, multi-agent-system
  • lowlicense#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    Add a line to the README, ideally near the top or in a dedicated section, stating: 'This project is licensed under [Specify License Name(s) here]. Please see 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 spacedriveapp/spacebot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Zapier Interfaces
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Zapier Interfaces · recommended 1×
  2. Zapier Chatbots · recommended 1×
  3. Zapier Tables · recommended 1×
  4. Microsoft Power Virtual Agents · recommended 1×
  5. OpenAI API · recommended 1×
  • CATEGORY QUERY
    What are good AI agent platforms for automating tasks in team messaging applications?
    you: not recommended
    AI recommended (in order):
    1. Zapier Interfaces
    2. Zapier Chatbots
    3. Zapier Tables
    4. Microsoft Power Virtual Agents
    5. OpenAI API
    6. Anthropic's Claude
    7. Slack API
    8. Microsoft Graph API for Teams
    9. Discord API
    10. AWS Lambda
    11. Google Cloud Functions
    12. Botpress (botpress/botpress)
    13. ActiveCampaign

    AI recommended 13 alternatives but never named spacedriveapp/spacebot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking robust AI agent infrastructure with structured memory and goal-oriented task management.
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. LlamaIndex (run-llama/llama_index)
    3. Haystack (deepset-ai/haystack)
    4. AutoGPT (Significant-Gravitas/AutoGPT)
    5. CrewAI (joaomdmoura/crewAI)
    6. Microsoft Semantic Kernel (microsoft/semantic-kernel)

    AI recommended 6 alternatives but never named spacedriveapp/spacebot. 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 spacedriveapp/spacebot?
    pass
    AI named spacedriveapp/spacebot explicitly

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

  • If a team adopts spacedriveapp/spacebot in production, what risks or prerequisites should they evaluate first?
    pass
    AI named spacedriveapp/spacebot 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 spacedriveapp/spacebot solve, and who is the primary audience?
    pass
    AI named spacedriveapp/spacebot 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 spacedriveapp/spacebot. 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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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
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spacedriveapp/spacebot — RepoGEO report