RRepoGEO

REPOGEO REPORT · LITE

ollama/ollama-js

Default branch main · commit 9c92b18d · scanned 5/29/2026, 7:12:14 AM

GitHub: 4,233 stars · 439 forks

AI VISIBILITY SCORE
33 /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
2 / 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 ollama/ollama-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
  • hightopics#1
    Expand repository topics to include LLM and AI keywords

    Why:

    CURRENT
    javascript, js, ollama
    COPY-PASTE FIX
    javascript, js, ollama, llm, ai, generative-ai, local-llm, inference, streaming, machine-learning
  • highreadme#2
    Reposition README's opening to explicitly state LLM integration for local/cloud

    Why:

    CURRENT
    # Ollama JavaScript Library

The Ollama JavaScript library provides the easiest way to integrate your JavaScript project with Ollama.
    COPY-PASTE FIX
    # Ollama JavaScript Library

The Ollama JavaScript library provides the easiest way to integrate large language models (LLMs) into your JavaScript project, enabling local and cloud inference via the Ollama API.
  • mediumreadme#3
    Add a sentence to the README intro highlighting streaming AI model responses for web apps

    Why:

    COPY-PASTE FIX
    It supports seamless streaming of AI model responses, making it ideal for interactive web applications.

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 ollama/ollama-js
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
xenova/transformers.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. xenova/transformers.js · recommended 1×
  2. openai/openai-node · recommended 1×
  3. googleapis/nodejs-vertexai · recommended 1×
  4. langchain-ai/langchainjs · recommended 1×
  5. withcatai/node-llama-cpp · recommended 1×
  • CATEGORY QUERY
    How to integrate large language models into a JavaScript application for local or cloud inference?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Transformers.js (xenova/transformers.js)
    2. OpenAI API (openai/openai-node)
    3. Google Cloud Vertex AI (googleapis/nodejs-vertexai)
    4. LangChain.js (langchain-ai/langchainjs)
    5. Llama.cpp (withcatai/node-llama-cpp)
    6. Replicate (replicate/replicate-javascript)
    7. AWS SageMaker (aws/aws-sdk-js-v3)

    AI recommended 7 alternatives but never named ollama/ollama-js. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What JavaScript library enables streaming AI model responses for web applications in the browser?
    you: not recommended
    AI recommended (in order):
    1. Server-Sent Events (SSE)
    2. fetch API
    3. Axios
    4. Socket.IO
    5. WebSockets

    AI recommended 5 alternatives but never named ollama/ollama-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
    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 ollama/ollama-js?
    pass
    AI did not name ollama/ollama-js — 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 ollama/ollama-js in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ollama/ollama-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 ollama/ollama-js solve, and who is the primary audience?
    pass
    AI named ollama/ollama-js explicitly

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

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ollama/ollama-js — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite