RRepoGEO

REPOGEO REPORT · LITE

google/adk-js

Default branch main · commit 1138e3cf · scanned 5/24/2026, 9:41:32 PM

GitHub: 1,147 stars · 142 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 google/adk-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
    Add a clear disambiguation for 'ADK' in the README

    Why:

    CURRENT
    The README currently introduces 'Agent Development Kit (ADK)' without explicitly stating what it isn't.
    COPY-PASTE FIX
    Insert a sentence early in the README, ideally right after the main description, such as: 'Note: This Agent Development Kit (ADK) is specifically for building sophisticated AI agents and is distinct from Google's Ambient Digital Kiosks (ADK) platform.'
  • mediumreadme#2
    Add a 'Why ADK?' or 'Comparison' section to highlight differentiators

    Why:

    COPY-PASTE FIX
    Add a new section titled '## Why Choose ADK?' or '## ADK vs. Other Agent Frameworks' that outlines its unique strengths, especially regarding TypeScript, fine-grained control, and Google Cloud integration, compared to general AI agent frameworks.
  • lowreadme#3
    Clarify the scope of 'Google ecosystem' integration in features

    Why:

    CURRENT
    Rich Tool Ecosystem**: Utilize pre-built tools, custom functions, OpenAPI specs, or integrate existing tools to give agents diverse capabilities, all for tight integration with the Google ecosystem.
    COPY-PASTE FIX
    Rephrase the 'Rich Tool Ecosystem' feature description to be more specific, e.g., 'Rich Tool Ecosystem**: Utilize pre-built tools, custom functions, OpenAPI specs, or integrate existing tools to give agents diverse capabilities, with a focus on tight integration with Google Cloud services and AI platforms (e.g., Vertex AI, Gemini).'

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 google/adk-js
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain.js · recommended 1×
  2. LlamaIndex.TS · recommended 1×
  3. OpenAI SDK · recommended 1×
  4. Next.js · recommended 1×
  5. NestJS · recommended 1×
  • CATEGORY QUERY
    How can I build and deploy sophisticated AI agents using TypeScript?
    you: not recommended
    AI recommended (in order):
    1. LangChain.js
    2. LlamaIndex.TS
    3. OpenAI SDK
    4. Next.js
    5. NestJS
    6. Hugging Face Transformers.js
    7. Deno

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

    Show full AI answer
  • CATEGORY QUERY
    What framework provides fine-grained control for developing multi-agent AI systems?
    you: not recommended
    AI recommended (in order):
    1. Mesa
    2. Petri Net Markup Language (PNML)
    3. SPADE (Smart Python multi-Agent Development Environment)
    4. NetLogo
    5. JADE (Java Agent Development Framework)
    6. Gymnasium (formerly OpenAI Gym)
    7. RLlib
    8. MAgent

    AI recommended 8 alternatives but never named google/adk-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 google/adk-js?
    pass
    AI did not name google/adk-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 google/adk-js in production, what risks or prerequisites should they evaluate first?
    pass
    AI named google/adk-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 google/adk-js solve, and who is the primary audience?
    pass
    AI named google/adk-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

Drop this badge into the README of google/adk-js. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/google/adk-js.svg)](https://repogeo.com/en/r/google/adk-js)
HTML
<a href="https://repogeo.com/en/r/google/adk-js"><img src="https://repogeo.com/badge/google/adk-js.svg" alt="RepoGEO" /></a>
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google/adk-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