RRepoGEO

REPOGEO REPORT · LITE

temporal-community/temporal-ai-agent

Default branch main · commit 215d5557 · scanned 6/4/2026, 2:56:48 AM

GitHub: 704 stars · 179 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 temporal-community/temporal-ai-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 the repository

    Why:

    COPY-PASTE FIX
    ai-agent, temporal, workflow-orchestration, llm, multi-agent, durable-ai, stateful-ai, agentic-ai, conversation-ai
  • highreadme#2
    Reposition the README's opening to highlight core value

    Why:

    CURRENT
    # Temporal AI Agent

This demo shows a multi-turn conversation with an AI agent running inside a Temporal workflow.
    COPY-PASTE FIX
    # Temporal AI Agent: Durable, Stateful AI Agent Orchestration

This repository provides a robust framework for building durable, fault-tolerant, and long-running AI agents using Temporal Workflows. It enables multi-turn conversations with AI agents that maintain state, run external tools, and integrate with various LLMs.
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://temporal.io/ai

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 temporal-community/temporal-ai-agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 2×
  3. Haystack · recommended 2×
  4. Microsoft Semantic Kernel · recommended 2×
  5. OpenAI Assistants API · recommended 1×
  • CATEGORY QUERY
    How to build a reliable AI assistant that maintains conversation state and uses external tools?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. Microsoft Semantic Kernel
    5. OpenAI Assistants API
    6. Rasa
    7. Botpress

    AI recommended 7 alternatives but never named temporal-community/temporal-ai-agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What solutions exist for orchestrating long-running AI agents with multiple LLM integrations?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft Semantic Kernel
    4. Haystack
    5. AutoGPT
    6. CrewAI
    7. FastAPI
    8. Flask
    9. OpenAI
    10. Anthropic

    AI recommended 10 alternatives but never named temporal-community/temporal-ai-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 temporal-community/temporal-ai-agent?
    pass
    AI named temporal-community/temporal-ai-agent explicitly

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

  • If a team adopts temporal-community/temporal-ai-agent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named temporal-community/temporal-ai-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 temporal-community/temporal-ai-agent solve, and who is the primary audience?
    pass
    AI named temporal-community/temporal-ai-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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temporal-community/temporal-ai-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