RRepoGEO

REPOGEO REPORT · LITE

test-zeus-ai/testzeus-hercules

Default branch main · commit e8bf322a · scanned 5/26/2026, 12:02:08 AM

GitHub: 1,025 stars · 155 forks

AI VISIBILITY SCORE
27 /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
1 / 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 test-zeus-ai/testzeus-hercules, 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
    Refine repository topics for precision

    Why:

    CURRENT
    agent, agentic-ai, agents, ai, autogen, automation, browser, end-to-end-testing, hercules, large-action-model, playwright, qa-automation, rpa, software-testing, test-automation, testing, testing-tools, testzeus
    COPY-PASTE FIX
    agent, agentic-ai, agents, automation, browser, end-to-end-testing, hercules, large-action-model, qa-automation, rpa, software-testing, test-automation, testing, testing-tools, testzeus, no-code-testing, low-code-testing, ai-test-automation
  • highreadme#2
    Add a concise, bolded positioning statement to the README H1

    Why:

    CURRENT
    # 💪 Hercules

[](https://pepy.tech/projects/testzeus-hercules)

[](https://github.com/test-zeus-ai/testzeus-hercules/actions/workflows/main-test.yml)
[](https://join.slack.com/t/testzeuscommunityhq/shared_invite/zt-376oeo99x-3RAWe_C0H7x9zP0rtACcPA)

Testing modern web applications can be difficult...
    COPY-PASTE FIX
    # 💪 Hercules

**Hercules is the world's first open-source AI testing agent, enabling comprehensive, no-code UI, API, Security, Accessibility, and Visual validations.**

[](https://pepy.tech/projects/testzeus-hercules)

[](https://github.com/test-zeus-ai/testzeus-hercules/actions/workflows/main-test.yml)
[](https://join.slack.com/t/testzeuscommunityhq/shared_invite/zt-376oeo99x-3RAWe_C0H7x9zP0rtACcPA)

Testing modern web applications can be difficult...
  • mediumreadme#3
    Add a 'Why Hercules?' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Hercules?

Unlike commercial no-code platforms, Hercules is fully open-source, giving you complete control and transparency. Compared to traditional open-source frameworks like Playwright or Selenium, Hercules acts as an intelligent AI agent, automating test creation and maintenance from natural language (Gherkin) without requiring any coding skills.

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 test-zeus-ai/testzeus-hercules
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Testim.io
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Testim.io · recommended 2×
  2. cypress-io/cypress · recommended 1×
  3. Leapwork · recommended 1×
  4. mabl · recommended 1×
  5. Tricentis Tosca · recommended 1×
  • CATEGORY QUERY
    How can I automate end-to-end web application testing without writing any code?
    you: not recommended
    AI recommended (in order):
    1. Testim.io
    2. Cypress Studio (cypress-io/cypress)
    3. Leapwork
    4. mabl
    5. Tricentis Tosca
    6. Ranorex Studio
    7. Selenium IDE (SeleniumHQ/selenium-ide)

    AI recommended 7 alternatives but never named test-zeus-ai/testzeus-hercules. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source AI agents are available for comprehensive UI, API, and security test automation?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. SeleniumBase
    3. OpenCV
    4. Pillow
    5. Scikit-learn
    6. TensorFlow
    7. OWASP ZAP
    8. Selenium
    9. Applitools Eyes
    10. Testim.io
    11. requests library
    12. RestAssured
    13. Burp Suite Community Edition
    14. Cypress
    15. Percy
    16. TensorFlow.js
    17. OpenCV.js
    18. Robot Framework
    19. SeleniumLibrary
    20. PlaywrightLibrary
    21. RequestsLibrary
    22. OpenAI Gym

    AI recommended 22 alternatives but never named test-zeus-ai/testzeus-hercules. 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 test-zeus-ai/testzeus-hercules?
    pass
    AI did not name test-zeus-ai/testzeus-hercules — 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 test-zeus-ai/testzeus-hercules in production, what risks or prerequisites should they evaluate first?
    pass
    AI named test-zeus-ai/testzeus-hercules 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 test-zeus-ai/testzeus-hercules solve, and who is the primary audience?
    pass
    AI did not name test-zeus-ai/testzeus-hercules — 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?

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test-zeus-ai/testzeus-hercules — 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