RRepoGEO

REPOGEO REPORT · LITE

yuruotong1/autoMate

Default branch master · commit 4d7bd0c7 · scanned 5/20/2026, 4:27:12 AM

GitHub: 3,921 stars · 493 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
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 yuruotong1/autoMate, 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 H1 to clearly state its function as an AI agent with persistent memory

    Why:

    CURRENT
    # autoMate
    COPY-PASTE FIX
    # autoMate: Your Local AI Agent with Persistent Memory & Cross-Chat Automation
  • mediumtopics#2
    Add more specific topics to highlight persistent memory and cross-interface capabilities

    Why:

    CURRENT
    agent, ai, computeruse, deepseek, manus, ollama, omniparser, openai, openmanus, response, rpa
    COPY-PASTE FIX
    agent, ai, computeruse, deepseek, manus, ollama, omniparser, openai, openmanus, response, rpa, persistent-memory, cross-interface, ai-agent
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    [Add a URL to the project's website, documentation, or a relevant landing page]

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 yuruotong1/autoMate
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. GPT-4 · recommended 1×
  3. GPT-3.5 Turbo · recommended 1×
  4. PyAutoGUI · recommended 1×
  5. Selenium · recommended 1×
  • CATEGORY QUERY
    How can I automate desktop tasks using natural language with an AI agent?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. GPT-4
    3. GPT-3.5 Turbo
    4. PyAutoGUI
    5. Selenium
    6. Playwright
    7. Microsoft Copilot
    8. Voiceflow
    9. Zapier
    10. AutoGPT
    11. BabyAGI
    12. Power Automate Desktop

    AI recommended 12 alternatives but never named yuruotong1/autoMate. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI agents offer persistent memory and context across different chat interfaces?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. Pinecone
    3. Chroma (chroma-core/chroma)
    4. Weaviate (weaviate/weaviate)
    5. MemGPT (cpacker/MemGPT)
    6. OpenAI Assistants API
    7. AutoGPT (Significant-Gravitas/AutoGPT)
    8. Redis (redis/redis)
    9. Haystack (deepset-ai/haystack)
    10. Elasticsearch (elastic/elasticsearch)
    11. FAISS (facebookresearch/faiss)
    12. PostgreSQL
    13. MongoDB (mongodb/mongo)

    AI recommended 13 alternatives but never named yuruotong1/autoMate. 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 yuruotong1/autoMate?
    pass
    AI named yuruotong1/autoMate explicitly

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

  • If a team adopts yuruotong1/autoMate in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yuruotong1/autoMate 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 yuruotong1/autoMate solve, and who is the primary audience?
    pass
    AI named yuruotong1/autoMate 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 yuruotong1/autoMate. 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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yuruotong1/autoMate — 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