RRepoGEO

REPOGEO REPORT · LITE

MaxMiksa/Auto-Company

Default branch main · commit ebfab9b4 · scanned 7/1/2026, 6:42:10 AM

GitHub: 1,319 stars · 167 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 MaxMiksa/Auto-Company, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Clarify README tagline to emphasize AI agent system

    Why:

    CURRENT
    **A fully autonomous AI company running 24/7**
    COPY-PASTE FIX
    **A fully autonomous AI company powered by a team of AI agents that ideate, code, deploy, and market products 24/7.**
  • mediumlicense#2
    Add a LICENSE file to clarify usage terms

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    (Create a LICENSE file in the repository root, e.g., MIT or Apache-2.0, to clearly state the project's licensing terms.)

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 MaxMiksa/Auto-Company
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Jira
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Jira · recommended 1×
  2. Atlassian Intelligence · recommended 1×
  3. Monday.com · recommended 1×
  4. ClickUp · recommended 1×
  5. ChatGPT Enterprise · recommended 1×
  • CATEGORY QUERY
    How can I set up an autonomous AI team to manage product development and marketing?
    you: not recommended
    AI recommended (in order):
    1. Jira
    2. Atlassian Intelligence
    3. Monday.com
    4. ClickUp
    5. ChatGPT Enterprise
    6. Google Gemini Advanced
    7. Miro
    8. GitHub Copilot Enterprise
    9. Amazon CodeWhisperer
    10. Tabnine
    11. Jasper
    12. Surfer SEO
    13. Midjourney
    14. DALL-E 3
    15. HubSpot
    16. Google Analytics 4
    17. Segment.io
    18. Zapier
    19. Make

    AI recommended 19 alternatives but never named MaxMiksa/Auto-Company. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable a persistent, self-improving AI agent system for software creation?
    you: not recommended
    AI recommended (in order):
    1. AutoGPT (Significant-Gravitas/AutoGPT)
    2. AgentGPT (AgentGPT/AgentGPT)
    3. SuperAGI (TransformerOptimus/SuperAGI)
    4. LangChain (langchain-ai/langchain)
    5. LlamaIndex (run-llama/llama_index)
    6. GitHub Copilot
    7. Cursor
    8. Docker
    9. Kubernetes (kubernetes/kubernetes)
    10. AWS EKS
    11. Google GKE
    12. Azure AKS
    13. Weaviate (weaviate/weaviate)
    14. Chroma (chroma-core/chroma)
    15. Pinecone
    16. Git (git/git)
    17. GitHub
    18. GitLab (gitlabhq/gitlabhq)
    19. Bitbucket
    20. GitHub Actions
    21. GitLab CI/CD
    22. OpenAI API
    23. Anthropic Claude API
    24. Google Gemini API
    25. GPT-4
    26. Claude
    27. Gemini

    AI recommended 27 alternatives but never named MaxMiksa/Auto-Company. 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 MaxMiksa/Auto-Company?
    pass
    AI named MaxMiksa/Auto-Company explicitly

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

  • If a team adopts MaxMiksa/Auto-Company in production, what risks or prerequisites should they evaluate first?
    pass
    AI named MaxMiksa/Auto-Company 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 MaxMiksa/Auto-Company solve, and who is the primary audience?
    pass
    AI named MaxMiksa/Auto-Company 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 MaxMiksa/Auto-Company. 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)
[![RepoGEO](https://repogeo.com/badge/MaxMiksa/Auto-Company.svg)](https://repogeo.com/en/r/MaxMiksa/Auto-Company)
HTML
<a href="https://repogeo.com/en/r/MaxMiksa/Auto-Company"><img src="https://repogeo.com/badge/MaxMiksa/Auto-Company.svg" alt="RepoGEO" /></a>
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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
MaxMiksa/Auto-Company — RepoGEO report