RRepoGEO

REPOGEO REPORT · LITE

ZeroLu/awesome-gemini-ai

Default branch main · commit b4c2f056 · scanned 6/14/2026, 3:03:16 PM

GitHub: 690 stars · 69 forks

AI VISIBILITY SCORE
22 /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
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 ZeroLu/awesome-gemini-ai, 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 README opening to clarify "awesome list" for prompt engineering

    Why:

    CURRENT
    > A curated collection of the best Gemini prompts, use cases, and resources for Google's Gemini 3 Pro, Flash, and Ultra models.
    COPY-PASTE FIX
    > An awesome list for prompt engineering, this repository offers a curated collection of the best Gemini prompts, use cases, and resources for Google's Gemini 3 Pro, Flash, and Ultra models.
  • highlicense#2
    Add a LICENSE file to formalize content licensing

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a LICENSE file (e.g., LICENSE.md) explicitly stating: "The content of this repository is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0)." and ensure it's linked from the README.
  • mediumhomepage#3
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    Set the repository homepage URL to https://github.com/ZeroLu/awesome-gemini-ai in the repository settings.

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 ZeroLu/awesome-gemini-ai
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Prompt Engineering Guide
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Prompt Engineering Guide · recommended 1×
  2. Awesome-Prompt-Engineering · recommended 1×
  3. Learn Prompting · recommended 1×
  4. PromptBase · recommended 1×
  5. Hugging Face Hub · recommended 1×
  • CATEGORY QUERY
    Where can I find a curated collection of high-performance prompts for advanced AI models?
    you: not recommended
    AI recommended (in order):
    1. Prompt Engineering Guide
    2. Awesome-Prompt-Engineering
    3. Learn Prompting
    4. PromptBase
    5. Hugging Face Hub
    6. OpenAI Cookbook
    7. Anthropic's Prompt Engineering Guide

    AI recommended 7 alternatives but never named ZeroLu/awesome-gemini-ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking powerful prompt examples for coding, design, and creative experiments with LLMs.
    you: not recommended
    AI recommended (in order):
    1. unittest
    2. flag

    AI recommended 2 alternatives but never named ZeroLu/awesome-gemini-ai. 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 ZeroLu/awesome-gemini-ai?
    pass
    AI did not name ZeroLu/awesome-gemini-ai — 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 ZeroLu/awesome-gemini-ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ZeroLu/awesome-gemini-ai 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 ZeroLu/awesome-gemini-ai solve, and who is the primary audience?
    pass
    AI did not name ZeroLu/awesome-gemini-ai — 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?

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ZeroLu/awesome-gemini-ai — 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