RRepoGEO

REPOGEO REPORT · LITE

langchain-ai/social-media-agent

Default branch main · commit a9114be3 · scanned 6/25/2026, 5:03:14 AM

GitHub: 2,633 stars · 489 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
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

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

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening to highlight AI agent differentiation

    Why:

    CURRENT
    # Social Media Agent

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
    # Social Media Agent: An AI Agent for Smart Social Media Content Automation

This repository introduces an advanced AI agent built with LangChain, designed to autonomously source, curate, and schedule social media posts from web content. Unlike traditional social media management tools, this agent leverages large language models for intelligent content generation and includes a human-in-the-loop (HITL) flow for authentication, review, and approval across platforms like Twitter and LinkedIn.
  • mediumcomparison#2
    Add a dedicated 'Why Choose This Agent?' comparison section to the README

    Why:

    COPY-PASTE FIX
    ## Why Choose the Social Media Agent?

Unlike traditional social media management platforms (e.g., Buffer, Hootsuite, Sprout Social) that primarily focus on scheduling and analytics, this project offers an intelligent, LLM-powered agent built with LangChain. It excels at autonomously generating contextually relevant posts from web content, providing a human-in-the-loop workflow for fine-tuning and approval, and integrating deeply with AI-driven content creation rather than just content distribution.

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. Agorapulse · recommended 2×
  4. Sprout Social · recommended 2×
  5. Zapier · recommended 1×
  • CATEGORY QUERY
    How to automate generating and scheduling social media posts from web articles with AI?
    you: not recommended
    AI recommended (in order):
    1. Zapier
    2. OpenAI (ChatGPT API)
    3. Buffer
    4. Hootsuite
    5. ScraperAPI
    6. Missinglettr
    7. ContentStudio
    8. Agorapulse
    9. Jasper
    10. Copy.ai
    11. Publer
    12. SocialBee
    13. Sprout Social

    AI recommended 13 alternatives but never named langchain-ai/social-media-agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a tool to draft and approve social media content across platforms before publishing.
    you: not recommended
    AI recommended (in order):
    1. Sprout Social
    2. Buffer
    3. Hootsuite
    4. Agorapulse
    5. Later
    6. CoSchedule
    7. Loomly

    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?

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langchain-ai/social-media-agent — 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