RRepoGEO

REPOGEO REPORT · LITE

VoltAgent/voltagent

Default branch main · commit 41cad535 · scanned 5/29/2026, 11:56:14 PM

GitHub: 9,234 stars · 949 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 VoltAgent/voltagent, 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
    Elevate the core value proposition in the README's opening

    Why:

    COPY-PASTE FIX
    <h3 align="center">
VoltAgent: An End-to-End AI Agent Engineering Platform
</h3>

VoltAgent combines a powerful Open-Source TypeScript AI Agent Framework (Memory, RAG, Guardrails, Tools, MCP, Voice, Workflow) with the VoltOps Console (Cloud/Self-Hosted) for Observability, Automation, Deployment, Evals, and Prompts. Build agents with full code control and ship them with production-ready visibility and operations.
  • mediumtopics#2
    Add specific topics for AI operations and agent management

    Why:

    CURRENT
    agents, ai, ai-agents, ai-agents-framework, aiagentframework, chatbots, chatgpt, framework, javascript, llm, llm-observability, mcp, multiagent, nodejs, observability, open-source, openai, rag, tts, typescript
    COPY-PASTE FIX
    agents, ai, ai-agents, ai-agents-framework, aiagentframework, chatbots, chatgpt, framework, javascript, llm, llm-observability, mcp, multiagent, nodejs, observability, open-source, openai, rag, tts, typescript, ai-ops, agent-management, agent-deployment, llm-ops
  • lowabout#3
    Refine the repository description for clarity on 'end-to-end' platform

    Why:

    CURRENT
    AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
    COPY-PASTE FIX
    An end-to-end AI Agent Engineering Platform combining an Open Source TypeScript AI Agent Framework with a VoltOps Console for observability, deployment, and management.

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 VoltAgent/voltagent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain.js · recommended 1×
  2. LangSmith · recommended 1×
  3. OpenTelemetry · recommended 1×
  4. LlamaIndex.TS · recommended 1×
  5. AgentProtocol.js · recommended 1×
  • CATEGORY QUERY
    What open-source TypeScript framework helps build multi-agent AI systems with RAG and observability?
    you: not recommended
    AI recommended (in order):
    1. LangChain.js
    2. LangSmith
    3. OpenTelemetry
    4. LlamaIndex.TS
    5. AgentProtocol.js
    6. TypeChat
    7. OpenAI SDK (TypeScript)

    AI recommended 7 alternatives but never named VoltAgent/voltagent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an end-to-end platform for developing and managing AI agents, including memory, tools, and guardrails.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft Azure AI Studio
    4. Google Cloud Vertex AI Agent Builder
    5. OpenAI Assistants API
    6. Hugging Face Agents (Transformers Agents)

    AI recommended 6 alternatives but never named VoltAgent/voltagent. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 VoltAgent/voltagent?
    pass
    AI named VoltAgent/voltagent explicitly

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

  • If a team adopts VoltAgent/voltagent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named VoltAgent/voltagent 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 VoltAgent/voltagent solve, and who is the primary audience?
    pass
    AI named VoltAgent/voltagent 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 VoltAgent/voltagent. 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite