REPOGEO REPORT · LITE

google/adk-go

Default branch main · commit bfab1bd7 · scanned 6/18/2026, 3:46:39 AM

GitHub: 8,182 stars · 714 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

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 google/adk-go, 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

Remove HTML structure from README's opening section

Why:

CURRENT

<html>
    <h2 align="center">
      
    </h2>
    <h3 align="center">
      An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
    </h3>
    <h3 align="center">
      Important Links:
      <a href="https://google.github.io/adk-docs/">Docs</a> &
      <a href="https://github.com/google/adk-go/tree/main/examples">Samples</a> &
      <a href="https://github.com/google/adk-python">Python ADK</a> &
      <a href="https://github.com/google/adk-java">Java ADK</a> & 
      <a href="https://github.com/google/adk-web">ADK Web</a>.
    </h3>
</html>

COPY-PASTE FIX

An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Important Links: [Docs](https://google.github.io/adk-docs/) & [Samples](https://github.com/google/adk-go/tree/main/examples) & [Python ADK](https://github.com/google/adk-python) & [Java ADK](https://github.com/google/adk-java) & [ADK Web](https://github.com/google/adk-web).

highreadme#2

Reposition and clarify the core description in the README's opening

Why:

CURRENT

An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

COPY-PASTE FIX

# Agent Development Kit (ADK) for Go

An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated **Large Language Model (LLM) agents** and **Generative AI systems** with flexibility and control. This ADK (Agent Development Kit) is designed for AI agent development, distinct from any Android-related kits.

mediumcomparison#3

Add a 'Comparison with other Go LLM frameworks' section to README

Why:

COPY-PASTE FIX

Add a new section to the README, e.g., `## 🆚 ADK vs. Other Go LLM Frameworks`, outlining how ADK-Go differentiates itself from `LangChain Go`, `Go-LLM`, or `Gollum` in terms of philosophy, features, or use cases.

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-go

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

tmc/langchaingo

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

tmc/langchaingo · recommended 1×
go-llm/llm · recommended 1×
gollum-ai/gollum · recommended 1×
sashabaranov/go-openai · recommended 1×
go-transformers/transformers · recommended 1×

CATEGORY QUERY
What are the best Go frameworks for developing and evaluating large language model agents?
you: not recommended
AI recommended (in order):
1. LangChain Go (tmc/langchaingo)
2. Go-LLM (go-llm/llm)
3. Gollum (gollum-ai/gollum)
4. OpenAI Go Library (sashabaranov/go-openai)
5. Hugging Face Transformers Go (go-transformers/transformers)
6. Your Own Custom Framework
AI recommended 6 alternatives but never named google/adk-go. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a Go toolkit for creating and managing complex multi-agent AI systems effectively.
you: not recommended
AI recommended (in order):
1. Akka.NET (akkadotnet/akka.net)
2. Asynq (hibiken/asynq)
3. Go standard library
4. Ants (panjf2000/ants)
5. gRPC (grpc/grpc-go)
AI recommended 5 alternatives but never named google/adk-go. 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-go?
pass
AI named google/adk-go explicitly
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-go in production, what risks or prerequisites should they evaluate first?
pass
AI named google/adk-go 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-go solve, and who is the primary audience?
pass
AI named google/adk-go 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-go. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/google/adk-go.svg)](https://repogeo.com/en/r/google/adk-go)

HTML

<a href="https://repogeo.com/en/r/google/adk-go"><img src="https://repogeo.com/badge/google/adk-go.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

google/adk-go — 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