RRepoGEO

REPOGEO REPORT · LITE

LocoreMind/locoagent

Default branch main · commit 8c00a210 · scanned 6/5/2026, 11:42:09 PM

GitHub: 1,003 stars · 48 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 LocoreMind/locoagent, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-agent, social-media-automation, browser-automation, llm-agent, web-automation, python, autonomous-agents
  • highreadme#2
    Refine the README's opening statement for clearer positioning

    Why:

    CURRENT
    <em>🤖 An AI agent that autonomously operates social media through a <b>real</b> browser.</em>
    COPY-PASTE FIX
    <em>🤖 LocoAgent is an open-source framework for building autonomous AI agents specifically designed for social media operations via real browser automation.</em>
  • mediumreadme#3
    Add a 'Why LocoAgent?' or 'How is LocoAgent Different?' section

    Why:

    COPY-PASTE FIX
    Consider adding a new section, perhaps titled 'Why LocoAgent?' or 'How is LocoAgent Different?', immediately after 'What is LocoAgent?'. This section should briefly explain how LocoAgent differs from generic LLM frameworks like LangChain or LlamaIndex by focusing on social media, and how it differs from raw browser automation tools like Playwright by providing an agentic loop and high-level platform skills.

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 LocoreMind/locoagent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Playwright
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Playwright · recommended 1×
  2. LangChain · recommended 1×
  3. LlamaIndex · recommended 1×
  4. OpenAI's API · recommended 1×
  5. Selenium · recommended 1×
  • CATEGORY QUERY
    How can I automate social media tasks using an AI agent with real browser control?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. LangChain
    3. LlamaIndex
    4. OpenAI's API
    5. Selenium
    6. Puppeteer
    7. Browserless.io
    8. Robocorp
    9. UIPath

    AI recommended 9 alternatives but never named LocoreMind/locoagent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools exist for autonomously managing multiple social media platforms with AI assistance?
    you: not recommended
    AI recommended (in order):
    1. Buffer
    2. Hootsuite
    3. ChatGPT
    4. Sprout Social
    5. ContentStudio.io
    6. Later
    7. Agorapulse

    AI recommended 7 alternatives but never named LocoreMind/locoagent. 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 LocoreMind/locoagent?
    pass
    AI named LocoreMind/locoagent explicitly

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

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

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

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LocoreMind/locoagent — 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