RRepoGEO

REPOGEO REPORT · LITE

anthropics/anthropic-sdk-go

Default branch main · commit d138190a · scanned 5/19/2026, 5:26:18 PM

GitHub: 1,045 stars · 171 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
28 /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
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 anthropics/anthropic-sdk-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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    go, golang, sdk, api-client, anthropic, claude, large-language-models, llm, generative-ai, artificial-intelligence, ai-models, conversational-ai, safety-first-ai
  • highreadme#2
    Reposition README opening to emphasize official Claude SDK

    Why:

    CURRENT
    # Claude SDK for Go

The Claude SDK for Go provides access to the Claude API from Go applications.
    COPY-PASTE FIX
    # Official Claude SDK for Go

The Official Claude SDK for Go provides idiomatic access to Anthropic's safety-first Claude API, enabling Go developers to easily integrate advanced large language models into their applications.
  • mediumhomepage#3
    Add the official documentation URL as the repository homepage

    Why:

    COPY-PASTE FIX
    https://platform.claude.com/docs/en/api/sdks/go

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 anthropics/anthropic-sdk-go
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
go-openai
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. go-openai · recommended 1×
  2. go-ollama · recommended 1×
  3. google-cloud-go/aiplatform · recommended 1×
  4. go-sdk/bedrock · recommended 1×
  5. langchaingo · recommended 1×
  • CATEGORY QUERY
    What Go libraries are available for integrating with advanced language model APIs?
    you: not recommended
    AI recommended (in order):
    1. go-openai
    2. go-ollama
    3. google-cloud-go/aiplatform
    4. go-sdk/bedrock
    5. langchaingo
    6. gollm

    AI recommended 6 alternatives but never named anthropics/anthropic-sdk-go. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a Go SDK for building applications with a safety-focused conversational AI.
    you: not recommended
    AI recommended (in order):
    1. Google Cloud AI Platform
    2. OpenAI (sashgorokhov/go-openai)
    3. Hugging Face
    4. Cohere

    AI recommended 4 alternatives but never named anthropics/anthropic-sdk-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
    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 anthropics/anthropic-sdk-go?
    pass
    AI did not name anthropics/anthropic-sdk-go — 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 anthropics/anthropic-sdk-go in production, what risks or prerequisites should they evaluate first?
    pass
    AI named anthropics/anthropic-sdk-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 anthropics/anthropic-sdk-go solve, and who is the primary audience?
    pass
    AI named anthropics/anthropic-sdk-go explicitly

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

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anthropics/anthropic-sdk-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