RRepoGEO

REPOGEO REPORT · LITE

KudoAI/chatgpt.js

Default branch main · commit 5686fb5d · scanned 5/22/2026, 2:57:00 PM

GitHub: 2,033 stars · 166 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 KudoAI/chatgpt.js, 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 README to clarify web UI interaction

    Why:

    CURRENT
    🤖 A powerful, open source JavaScript library for ChatGPT
    COPY-PASTE FIX
    KudoAI/chatgpt.js is a powerful, open-source JavaScript library designed for programmatic interaction with the *ChatGPT web interface* (DOM), abstracting complex browser automation to simplify building extensions and user scripts.
  • highlicense#2
    Add a LICENSE file

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root containing your chosen open-source license (e.g., MIT License, Apache-2.0 License).
  • mediumhomepage#3
    Add homepage URL to About section

    Why:

    COPY-PASTE FIX
    https://chatgpt.js.org/

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 KudoAI/chatgpt.js
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI JavaScript SDK
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI JavaScript SDK · recommended 1×
  2. LangChain.js · recommended 1×
  3. Google Generative AI SDK for JavaScript · recommended 1×
  4. Hugging Face Transformers.js · recommended 1×
  5. Axios · recommended 1×
  • CATEGORY QUERY
    Seeking a JavaScript library to programmatically interact with AI conversational models on the frontend.
    you: not recommended
    AI recommended (in order):
    1. OpenAI JavaScript SDK
    2. LangChain.js
    3. Google Generative AI SDK for JavaScript
    4. Hugging Face Transformers.js
    5. Axios
    6. Fetch API

    AI recommended 6 alternatives but never named KudoAI/chatgpt.js. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best client-side JavaScript tools for automating interactions with AI chat interfaces?
    you: not recommended
    AI recommended (in order):
    1. Puppeteer (puppeteer/puppeteer)
    2. Playwright (microsoft/playwright)
    3. Selenium WebDriver (SeleniumHQ/selenium)
    4. Cypress (cypress-io/cypress)
    5. Axios / Fetch API (axios/axios)

    AI recommended 5 alternatives but never named KudoAI/chatgpt.js. 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 KudoAI/chatgpt.js?
    pass
    AI named KudoAI/chatgpt.js explicitly

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

  • If a team adopts KudoAI/chatgpt.js in production, what risks or prerequisites should they evaluate first?
    pass
    AI named KudoAI/chatgpt.js 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 KudoAI/chatgpt.js solve, and who is the primary audience?
    pass
    AI named KudoAI/chatgpt.js 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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MARKDOWN (README)
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HTML
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KudoAI/chatgpt.js — 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