RRepoGEO

REPOGEO REPORT · LITE

OpenHands/software-agent-sdk

Default branch main · commit eec3e530 · scanned 6/11/2026, 4:32:09 PM

GitHub: 813 stars · 290 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 OpenHands/software-agent-sdk, 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
    Reposition the README's opening to highlight code execution and sandboxing

    Why:

    CURRENT
    The OpenHands Software Agent SDK is a set of Python and REST APIs for **building agents that work with code**.
    COPY-PASTE FIX
    The OpenHands Software Agent SDK is a set of Python and REST APIs specifically designed for **building AI agents that reliably execute code within a sandboxed environment**. It provides a clean, modular toolkit for developing custom AI agent applications focused on programmatic interaction and task automation.
  • mediumtopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    agent, sdk
    COPY-PASTE FIX
    agent, sdk, code-execution, sandboxed-environment, ai-agents, software-development, autonomous-agents, python-sdk, rest-api
  • mediumhomepage#3
    Add the official documentation link as the repository homepage

    Why:

    COPY-PASTE FIX
    https://docs.openhands.dev/sdk

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 OpenHands/software-agent-sdk
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. CrewAI · recommended 2×
  5. AutoGen · recommended 2×
  • CATEGORY QUERY
    What SDK can I use to build modular AI agents efficiently?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft Semantic Kernel
    4. Haystack
    5. CrewAI
    6. AutoGen

    AI recommended 6 alternatives but never named OpenHands/software-agent-sdk. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a clean and modular toolkit for developing custom AI agent applications.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. OpenAI Assistants API
    5. CrewAI
    6. AutoGen
    7. Marvin

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

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

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OpenHands/software-agent-sdk — 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