RRepoGEO

REPOGEO REPORT · LITE

codeceptjs/CodeceptJS

Default branch 4.x · commit 06cdb0c4 · scanned 5/29/2026, 7:41:52 PM

GitHub: 4,224 stars · 751 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 codeceptjs/CodeceptJS, 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 statement to highlight core differentiators

    Why:

    CURRENT
    CodeceptJS is a new testing framework for end-to-end testing with WebDriver (or others).
    COPY-PASTE FIX
    CodeceptJS is a **BDD-style, driver-agnostic** end-to-end testing framework for NodeJS, enabling human-readable acceptance tests with Playwright, Puppeteer, WebDriver, and more.
  • mediumtopics#2
    Add more specific BDD and driver-agnostic topics

    Why:

    CURRENT
    acceptance-testing, bdd, bdd-framework, codeceptjs, e2e-tests, end-to-end-testing, graphql-testing, hacktoberfest, javascript, nodejs, pageobject, playwright, selenium, selenium-webdriver, testing, webdriver, webdriverio
    COPY-PASTE FIX
    acceptance-testing, bdd, bdd-framework, behavior-driven-development, codeceptjs, driver-agnostic, e2e-tests, end-to-end-testing, graphql-testing, hacktoberfest, human-readable-tests, javascript, nodejs, pageobject, playwright, selenium, selenium-webdriver, testing, webdriver, webdriverio
  • lowabout#3
    Update the repository description to include core differentiators

    Why:

    CURRENT
    Supercharged End 2 End Testing Framework for NodeJS
    COPY-PASTE FIX
    Supercharged, **BDD-style, driver-agnostic** End 2 End Testing Framework for NodeJS, enabling human-readable acceptance tests.

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 codeceptjs/CodeceptJS
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
microsoft/playwright
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. microsoft/playwright · recommended 1×
  2. cypress-io/cypress · recommended 1×
  3. puppeteer/puppeteer · recommended 1×
  4. webdriverio/webdriverio · recommended 1×
  5. DevExpress/testcafe · recommended 1×
  • CATEGORY QUERY
    What are the best end-to-end testing frameworks for NodeJS web applications?
    you: not recommended
    AI recommended (in order):
    1. Playwright (microsoft/playwright)
    2. Cypress (cypress-io/cypress)
    3. Puppeteer (puppeteer/puppeteer)
    4. WebdriverIO (webdriverio/webdriverio)
    5. TestCafe (DevExpress/testcafe)
    6. Selenium WebDriver (SeleniumHQ/selenium)
    7. Mocha (mochajs/mocha)
    8. Jasmine (jasmine/jasmine)
    9. Chai (chaijs/chai)

    AI recommended 9 alternatives but never named codeceptjs/CodeceptJS. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a robust JavaScript framework for behavior-driven acceptance testing and UI automation.
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. Cucumber.js
    3. Cypress
    4. cypress-cucumber-preprocessor
    5. WebdriverIO
    6. Puppeteer
    7. TestCafe

    AI recommended 7 alternatives but never named codeceptjs/CodeceptJS. 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 codeceptjs/CodeceptJS?
    pass
    AI named codeceptjs/CodeceptJS explicitly

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

  • If a team adopts codeceptjs/CodeceptJS in production, what risks or prerequisites should they evaluate first?
    pass
    AI named codeceptjs/CodeceptJS 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 codeceptjs/CodeceptJS solve, and who is the primary audience?
    pass
    AI named codeceptjs/CodeceptJS explicitly

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

Embed your GEO score

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  • Brand-free category queries5 vs 2 in Lite
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