RRepoGEO

REPOGEO REPORT · LITE

farzaa/clicky

Default branch main · commit a80fa807 · scanned 6/25/2026, 10:08:26 PM

GitHub: 6,896 stars · 1,329 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
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
3 / 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 farzaa/clicky, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the core project description to the very top of the README

    Why:

    CURRENT
    Update: April 27, 2026. Hi there! I'm Farza, the guy that made Clicky. The existing codebase remains open source. Tinker with it, make it yours, start a company out of it, do whatever you want I don't mind. But, for all the new stuff I'm hacking on, gonna keep it private. To get the latest Clicky, you can go here. I also tweeted about this here. Go crazy with this repo!! It's an MIT license. # Hi, this is Clicky. It's an AI teacher that lives as a buddy next to your cursor. It can see your screen, talk to you, and even point at stuff. Kinda like having a real teacher next to you.
    COPY-PASTE FIX
    # Clicky: Your AI Teacher Buddy. This open-source project provides an AI assistant that lives next to your cursor, sees your screen, talks to you, and points at things, like a real teacher. This repo is for hacking on, building features, or seeing how it works under the hood.
  • highabout#2
    Add a concise description to the GitHub 'About' section

    Why:

    COPY-PASTE FIX
    An open-source AI teacher that lives as a buddy next to your cursor, seeing your screen, talking, and pointing. For hacking, building features, or learning how it works.

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 farzaa/clicky
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. Open Interpreter · recommended 1×
  3. GPT-Engineer · recommended 1×
  4. AutoGPT · recommended 1×
  5. AgentGPT · recommended 1×
  • CATEGORY QUERY
    What open source tools provide an AI assistant that can see and interact with my screen?
    you: not recommended
    AI recommended (in order):
    1. Open Interpreter
    2. GPT-Engineer
    3. AutoGPT
    4. AgentGPT
    5. MiniGPT-4
    6. LlamaIndex
    7. LangChain

    AI recommended 7 alternatives but never named farzaa/clicky. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I build a custom AI tutor that provides contextual help by observing user activity?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT-4
    2. GPT-3.5 Turbo
    3. LangChain
    4. Pinecone
    5. Weaviate
    6. Kafka
    7. RabbitMQ
    8. TensorFlow.js
    9. PyTorch Mobile
    10. React
    11. Vue.js
    12. Angular

    AI recommended 12 alternatives but never named farzaa/clicky. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 farzaa/clicky?
    pass
    AI named farzaa/clicky explicitly

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

  • If a team adopts farzaa/clicky in production, what risks or prerequisites should they evaluate first?
    pass
    AI named farzaa/clicky 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 farzaa/clicky solve, and who is the primary audience?
    pass
    AI named farzaa/clicky 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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farzaa/clicky — 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