RRepoGEO

REPOGEO REPORT · LITE

langchain-ai/social-media-agent

Default branch main · commit 6c826ea1 · scanned 5/14/2026, 3:38:01 PM

GitHub: 2,564 stars · 481 forks

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 langchain-ai/social-media-agent, 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 relevant topics to improve discoverability and categorization

    Why:

    COPY-PASTE FIX
    langchain, ai-agent, social-media, content-generation, llm, automation, human-in-the-loop, twitter, linkedin, scheduling, marketing-automation
  • highreadme#2
    Reposition README opening to clarify its AI agent nature and target audience

    Why:

    CURRENT
    This repository contains an 'agent' which can take in a URL, and generate a Twitter & LinkedIn post based on the content of the URL. It uses a human-in-the-loop (HITL) flow to handle authentication with different social media platforms, and to allow the user to make changes, or accept/reject the generated post.
    COPY-PASTE FIX
    The `social-media-agent` repository offers an AI agent, powered by LangChain, designed to intelligently generate and schedule social media posts from web content. It uses large language models to create platform-specific content for Twitter and LinkedIn, incorporating a human-in-the-loop (HITL) flow for review and multi-platform publishing, making it ideal for developers building AI-powered social media automation.
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    Add the URL for a live demo or project page, e.g., `https://your-demo-url.com`

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 langchain-ai/social-media-agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Buffer
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Buffer · recommended 2×
  2. Hootsuite · recommended 2×
  3. Sprout Social · recommended 2×
  4. Later · recommended 2×
  5. ContentStudio · recommended 2×
  • CATEGORY QUERY
    How to automatically generate and schedule social media posts from web content?
    you: not recommended
    AI recommended (in order):
    1. Zapier
    2. ChatGPT
    3. OpenAI's API
    4. Google Gemini
    5. Anthropic Claude
    6. Buffer
    7. Hootsuite
    8. Sprout Social
    9. Later
    10. Missinglettr
    11. ContentStudio
    12. SocialBee
    13. Publer
    14. Agorapulse
    15. Tailwind

    AI recommended 15 alternatives but never named langchain-ai/social-media-agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for AI-generated social media content with human review and multi-platform publishing?
    you: not recommended
    AI recommended (in order):
    1. ContentStudio
    2. Jasper
    3. Buffer
    4. Hootsuite
    5. Agorapulse
    6. Sprout Social
    7. Later

    AI recommended 7 alternatives but never named langchain-ai/social-media-agent. 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 langchain-ai/social-media-agent?
    pass
    AI did not name langchain-ai/social-media-agent — 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 langchain-ai/social-media-agent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named langchain-ai/social-media-agent 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 langchain-ai/social-media-agent solve, and who is the primary audience?
    pass
    AI named langchain-ai/social-media-agent explicitly

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

Embed your GEO score

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