RRepoGEO

REPOGEO REPORT · LITE

langchain-ai/open-agent-platform

Default branch main · commit 6a2ea0a3 · scanned 5/13/2026, 8:38:08 AM

GitHub: 1,859 stars · 404 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 langchain-ai/open-agent-platform, 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
  • highabout#1
    Update repository description to reflect deprecation and alternative

    Why:

    CURRENT
    An open-source, no-code agent building platform.
    COPY-PASTE FIX
    DEPRECATED: An open-source, no-code agent building platform. Please use Agent Builder on LangSmith instead.
  • mediumreadme#2
    Update README H1 to include deprecation status

    Why:

    CURRENT
    # Open Agent Platform
    COPY-PASTE FIX
    # [DEPRECATED] Open Agent Platform

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/open-agent-platform
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Voiceflow
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Voiceflow · recommended 1×
  2. Botpress · recommended 1×
  3. Rasa X · recommended 1×
  4. Cognigy.AI · recommended 1×
  5. Twilio Studio · recommended 1×
  • CATEGORY QUERY
    What are the best open-source, no-code platforms for developing and deploying AI agents?
    you: not recommended
    AI recommended (in order):
    1. Voiceflow
    2. Botpress
    3. Rasa X
    4. Cognigy.AI
    5. Twilio Studio

    AI recommended 5 alternatives but never named langchain-ai/open-agent-platform. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a visual tool to manage and integrate AI agents with RAG and external services.
    you: not recommended
    AI recommended (in order):
    1. LangChain Expression Language (LCEL)
    2. LangServe
    3. LangSmith
    4. Microsoft Semantic Kernel
    5. Kernel Memory
    6. Azure AI Studio
    7. LlamaIndex
    8. LlamaCloud
    9. LlamaParse
    10. FlowiseAI
    11. Dust.tt
    12. CrewAI
    13. Gradio
    14. Streamlit

    AI recommended 14 alternatives but never named langchain-ai/open-agent-platform. 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/open-agent-platform?
    pass
    AI named langchain-ai/open-agent-platform explicitly

    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/open-agent-platform in production, what risks or prerequisites should they evaluate first?
    pass
    AI named langchain-ai/open-agent-platform 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/open-agent-platform solve, and who is the primary audience?
    pass
    AI named langchain-ai/open-agent-platform explicitly

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

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  • Brand-free category queries5 vs 2 in Lite
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