RRepoGEO

REPOGEO REPORT · LITE

google/generative-ai-go

Default branch main · commit b1a1f5eb · scanned 6/13/2026, 10:47:05 AM

GitHub: 856 stars · 104 forks

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 google/generative-ai-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
  • highabout#1
    Update the 'About' description to reflect deprecated status and migration path

    Why:

    CURRENT
    Go SDK for Google Generative AI
    COPY-PASTE FIX
    DEPRECATED: Go SDK for Google Generative AI (Gemini API). Migrate to the new Google Generative AI SDK for Go for active development and features.
  • mediumtopics#2
    Add 'deprecated', 'legacy', and 'migration' topics

    Why:

    CURRENT
    go, golang, llm, machine-learning
    COPY-PASTE FIX
    go, golang, llm, machine-learning, deprecated, legacy, migration
  • mediumreadme#3
    Add a 'Frequently Asked Questions' section to the README for migration guidance

    Why:

    COPY-PASTE FIX
    ## Frequently Asked Questions (FAQ)

**Q: Is this SDK still actively maintained?**
A: No, this SDK is deprecated. For active development and new features, please migrate to the official Google Generative AI SDK for Go.

**Q: Where can I find the new Google Generative AI SDK for Go?**
A: You can find the new SDK and its documentation on the official Google AI developer site and its associated GitHub repository.

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/generative-ai-go
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hugging Face Inference API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Hugging Face Inference API · recommended 2×
  2. sashabaranov/go-openai · recommended 1×
  3. Google Cloud Go Client Libraries · recommended 1×
  4. anthropics/anthropic-go · recommended 1×
  5. Ollama · recommended 1×
  • CATEGORY QUERY
    How can I integrate large language models into my Go application?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Go Library (sashabaranov/go-openai)
    2. Google Cloud Go Client Libraries
    3. Anthropic Go Client (anthropics/anthropic-go)
    4. Hugging Face Inference API
    5. Ollama
    6. LangChain Go (tmc/langchaingo)

    AI recommended 6 alternatives but never named google/generative-ai-go. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Go library to access advanced AI text generation services.
    you: not recommended
    AI recommended (in order):
    1. Google Cloud AI Platform (Go Client Library)
    2. OpenAI Go Library (github.com/sashabaranov/go-openai)
    3. Hugging Face Inference API
    4. Cohere Go SDK
    5. Azure OpenAI Service

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

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google/generative-ai-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