RRepoGEO

REPOGEO REPORT · LITE

googleapis/js-genai

Default branch main · commit bd78ed33 · scanned 5/29/2026, 8:21:49 AM

GitHub: 1,612 stars · 244 forks

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 googleapis/js-genai, 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
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    javascript, typescript, generative-ai, gemini, vertex-ai, google-cloud, sdk, ai
  • highreadme#2
    Strengthen the README's opening sentence to emphasize generative AI applications

    Why:

    CURRENT
    The Google Gen AI JavaScript SDK is designed for TypeScript and JavaScript developers to build applications powered by Gemini.
    COPY-PASTE FIX
    The Google Gen AI JavaScript SDK empowers TypeScript and JavaScript developers to build cutting-edge generative AI applications using Gemini and Vertex AI.
  • mediumreadme#3
    Clarify the 'Code Generation' section in the README

    Why:

    CURRENT
    We recommend using our Code Generation instructions `codegen_instructions.md` when generating Google Gen AI SDK code to guide your model towards using the more recent SDK features. Copy and paste the instructions into your development environment to provide the model with the necessary context.
    COPY-PASTE FIX
    To ensure your generative models suggest up-to-date and accurate code for the Google Gen AI SDK, we provide `codegen_instructions.md`. This file contains specific prompts and guidelines you can copy and paste into your development environment to steer your model towards using the latest SDK features effectively.

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 googleapis/js-genai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
TensorFlow.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. TensorFlow.js · recommended 1×
  2. ONNX.js · recommended 1×
  3. Transformers.js · recommended 1×
  4. MediaPipe · recommended 1×
  5. Brain.js · recommended 1×
  • CATEGORY QUERY
    JavaScript library for integrating advanced AI models into web applications?
    you: not recommended
    AI recommended (in order):
    1. TensorFlow.js
    2. ONNX.js
    3. Transformers.js
    4. MediaPipe
    5. Brain.js
    6. ml5.js

    AI recommended 6 alternatives but never named googleapis/js-genai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good JavaScript SDKs for building generative AI applications?
    you: not recommended
    AI recommended (in order):
    1. LangChain.js (langchain-ai/langchainjs)
    2. OpenAI Node.js Library (openai/openai-node)
    3. Google AI JavaScript SDK (google/generative-ai-js)
    4. Hugging Face Transformers.js (xenova/transformers.js)
    5. LlamaIndex.TS (run-llama/LlamaIndexTS)
    6. Cohere Node.js SDK (cohere-ai/cohere-node)

    AI recommended 6 alternatives but never named googleapis/js-genai. 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 googleapis/js-genai?
    pass
    AI named googleapis/js-genai explicitly

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

  • If a team adopts googleapis/js-genai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named googleapis/js-genai 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 googleapis/js-genai solve, and who is the primary audience?
    pass
    AI named googleapis/js-genai 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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googleapis/js-genai — 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