RRepoGEO

REPOGEO REPORT · LITE

openai/openai-go

Default branch main · commit 09608595 · scanned 6/25/2026, 3:06:32 AM

GitHub: 3,311 stars · 331 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)

3 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 openai/openai-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, openai, api-client, llm, ai, generative-ai, sdk, golang, large-language-models, chatgpt, gpt
  • highreadme#2
    Strengthen the README's opening sentence to emphasize official status and generative AI focus

    Why:

    CURRENT
    The OpenAI Go library provides convenient access to the OpenAI REST API from applications written in Go.
    COPY-PASTE FIX
    The official OpenAI Go library provides convenient and idiomatic access to OpenAI's powerful generative AI models and services from applications written in Go.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://platform.openai.com/docs/libraries/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 openai/openai-go
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. sashabaranov/go-openai · recommended 1×
  3. Google Cloud Vertex AI · recommended 1×
  4. cloud.google.com/go/aiplatform · recommended 1×
  5. Anthropic Claude · recommended 1×
  • CATEGORY QUERY
    How can I integrate advanced AI model APIs into my Go application?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. go-openai (sashabaranov/go-openai)
    3. Google Cloud Vertex AI
    4. cloud.google.com/go/aiplatform
    5. Anthropic Claude
    6. go-anthropic (liushuangls/go-anthropic)
    7. Hugging Face Inference API
    8. net/http
    9. encoding/json
    10. Azure OpenAI Service
    11. azopenai (Azure/azure-sdk-for-go)

    AI recommended 11 alternatives but never named openai/openai-go. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What is the best Go client library for accessing large language model services?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Go Library (github.com/sashabaranov/go-openai)
    2. Google Cloud Go Client Libraries (github.com/googleapis/google-cloud-go)
    3. Anthropic Go SDK (github.com/liushuang/anthropic-client-go)
    4. Hugging Face Inference API Go Client (github.com/huggingface/go-inference)
    5. LocalAI Go Client (github.com/go-skynet/LocalAI)
    6. Ollama Go Client

    AI recommended 6 alternatives but never named openai/openai-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 openai/openai-go?
    pass
    AI did not name openai/openai-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 openai/openai-go in production, what risks or prerequisites should they evaluate first?
    pass
    AI named openai/openai-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 openai/openai-go solve, and who is the primary audience?
    pass
    AI named openai/openai-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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  • Brand-free category queries5 vs 2 in Lite
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