REPOGEO REPORT · LITE

jenslys/opencode-gemini-auth

Default branch main · commit cc44111e · scanned 5/11/2026, 11:02:26 PM

GitHub: 1,567 stars · 111 forks

AI VISIBILITY SCORE

27 /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

1 / 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 jenslys/opencode-gemini-auth, 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
Reposition the README H1 to specify category and include package name
Why:
CURRENT
```
# Gemini OAuth Plugin for Opencode
```
COPY-PASTE FIX
```
# opencode-gemini-auth: Gemini OAuth Plugin for the Opencode Developer CLI
```

mediumreadme#2

Clarify the README's opening sentence to specify the plugin's role

Why:

CURRENT

**Authenticate the Opencode CLI with your Google account.** This plugin enables you to use your existing Gemini plan and quotas (including the free tier) directly within Opencode.

COPY-PASTE FIX

**This plugin enables the Opencode developer CLI to authenticate with Google Gemini using your existing Google account.** It allows you to use your existing Gemini plan and quotas (including the free tier) directly within Opencode.

mediumtopics#3

Add more specific topics for generative AI and CLI authentication

Why:

CURRENT

gemini, opencode, opencode-plugins

COPY-PASTE FIX

gemini, opencode, opencode-plugins, generative-ai, cli-authentication, developer-tools, google-gemini-api

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 jenslys/opencode-gemini-auth

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

OpenAI API

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

OpenAI API · recommended 1×
openai Python Library · recommended 1×
argparse · recommended 1×
Click · recommended 1×
Anthropic API · recommended 1×

CATEGORY QUERY
How to connect a command-line interface to a large language model with my existing account?
you: not recommended
AI recommended (in order):
1. OpenAI API
2. openai Python Library
3. argparse
4. Click
5. Anthropic API
6. anthropic Python Library
7. Google Cloud Vertex AI SDK for Python
8. google-cloud-aiplatform
9. Hugging Face transformers Library
10. PyTorch
11. TensorFlow
12. huggingface_hub
13. LangChain CLI
14. LangChain
15. curl
16. requests
AI recommended 16 alternatives but never named jenslys/opencode-gemini-auth. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What options exist for authenticating a developer CLI with a generative AI provider?
you: not recommended
AI recommended (in order):
1. OpenAI
2. Anthropic
3. Google Cloud AI Platform
4. AWS Bedrock
5. Cohere
6. Hugging Face
7. Google Cloud SDK
8. AWS CLI
9. Azure CLI
10. Gemini API
11. Azure OpenAI Service
12. huggingface_hub Python library
13. Hugging Face Hub
14. Hugging Face Inference Endpoints
15. Vercel CLI
16. Netlify CLI
AI recommended 16 alternatives but never named jenslys/opencode-gemini-auth. 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 jenslys/opencode-gemini-auth?
pass
AI did not name jenslys/opencode-gemini-auth — 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 jenslys/opencode-gemini-auth in production, what risks or prerequisites should they evaluate first?
pass
AI named jenslys/opencode-gemini-auth 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 jenslys/opencode-gemini-auth solve, and who is the primary audience?
pass
AI did not name jenslys/opencode-gemini-auth — 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?

Embed your GEO score

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MARKDOWN (README)

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HTML

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jenslys/opencode-gemini-auth — 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