RRepoGEO

REPOGEO REPORT · LITE

hyperbrowserai/HyperAgent

Default branch main · commit a7ec1f45 · scanned 5/15/2026, 11:56:59 AM

GitHub: 1,336 stars · 164 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 hyperbrowserai/HyperAgent, 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
    Emphasize HyperAgent's unique AI capabilities and framework nature in the README's opening

    Why:

    CURRENT
    Hyperagent is Playwright supercharged with AI. No more brittle scripts, just powerful natural language commands.
    COPY-PASTE FIX
    HyperAgent is an AI-powered multi-agent framework that supercharges Playwright with vision-based, human-like autonomous web browsing. It enables developers to automate complex web tasks using natural language commands, eliminating brittle scripts and enhancing resilience against bot detection.
  • mediumlicense#2
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    HyperAgent is released under [Specify License Name(s) here, e.g., a custom license or a combination of licenses]. See the [LICENSE](LICENSE) file for full details.
  • mediumcomparison#3
    Add a 'Why HyperAgent?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why HyperAgent?
While tools like Playwright provide robust browser automation, HyperAgent elevates this with AI-driven capabilities. Unlike generic LLM frameworks such as LangChain or LlamaIndex, HyperAgent is purpose-built for web interaction, offering vision-based autonomy and resilience against common web challenges. It's designed for developers who need intelligent, human-like automation beyond traditional scripting.

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 hyperbrowserai/HyperAgent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Playwright
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Playwright · recommended 2×
  2. LangChain · recommended 1×
  3. LlamaIndex · recommended 1×
  4. GPT-4 · recommended 1×
  5. Llama 2 · recommended 1×
  • CATEGORY QUERY
    How to automate browser interactions using AI and natural language instructions?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. LangChain
    3. LlamaIndex
    4. GPT-4
    5. Llama 2

    AI recommended 5 alternatives but never named hyperbrowserai/HyperAgent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a robust web automation solution that uses AI to prevent script breakage and bot detection.
    you: not recommended
    AI recommended (in order):
    1. BrowserStack Automate
    2. Playwright
    3. Microsoft Playwright Testing (MPT)
    4. Azure AI
    5. Applitools Ultrafast Test Cloud
    6. Testim.io
    7. Cypress
    8. Smartbear TestComplete
    9. Selenium
    10. OpenCV
    11. TensorFlow
    12. PyTorch

    AI recommended 12 alternatives but never named hyperbrowserai/HyperAgent. 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 hyperbrowserai/HyperAgent?
    pass
    AI named hyperbrowserai/HyperAgent explicitly

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

  • If a team adopts hyperbrowserai/HyperAgent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named hyperbrowserai/HyperAgent 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 hyperbrowserai/HyperAgent solve, and who is the primary audience?
    pass
    AI named hyperbrowserai/HyperAgent 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 hyperbrowserai/HyperAgent. 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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HTML
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hyperbrowserai/HyperAgent — 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