RRepoGEO

REPOGEO REPORT · LITE

rockbenben/ChatGPT-Shortcut

Default branch main · commit 83b38b74 · scanned 6/23/2026, 5:47:01 AM

GitHub: 8,565 stars · 941 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)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
33 /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
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 rockbenben/ChatGPT-Shortcut, 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
    Move the project's core value proposition to the very top of the README

    Why:

    COPY-PASTE FIX
    Place the following sentence directly after the main H1 and any essential badges: '🚀💪Maximize your efficiency and productivity. AiShort is the ultimate hub to manage, customize, and share prompts, available in multiple languages.'
  • mediumtopics#2
    Add topics that emphasize prompt management and sharing application features

    Why:

    CURRENT
    ai, ai-tools, aigc, chatgpt, chatgpt-api, chatgpt-prompts, docusaurus, generative-ai, gpt, gpt-4, llm, openai, productivity, prompt, prompt-engineering, prompt-library, prompts, react, typescript
    COPY-PASTE FIX
    ai, ai-tools, aigc, chatgpt, chatgpt-api, chatgpt-prompts, docusaurus, generative-ai, gpt, gpt-4, llm, openai, productivity, prompt, prompt-engineering, prompt-library, prompts, react, typescript, prompt-management, prompt-sharing, prompt-organizer, ai-productivity-tool
  • lowreadme#3
    Add a 'Why AiShort?' or 'Key Features' section to explicitly state differentiators

    Why:

    COPY-PASTE FIX
    Add a section titled 'Why AiShort?' or 'Key Features' that highlights its role as a curated, categorized, and multilingual web application for prompt management, emphasizing how it streamlines prompt discovery and usage.

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 rockbenben/ChatGPT-Shortcut
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PromptBase
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. PromptBase · recommended 2×
  2. Notion · recommended 1×
  3. Obsidian · recommended 1×
  4. Google Docs · recommended 1×
  5. Microsoft Word · recommended 1×
  • CATEGORY QUERY
    How can I effectively organize and reuse my AI conversation prompts for various tasks?
    you: not recommended
    AI recommended (in order):
    1. PromptBase
    2. Notion
    3. Obsidian
    4. Google Docs
    5. Microsoft Word
    6. GitHub Gist
    7. GitHub
    8. Airtable

    AI recommended 8 alternatives but never named rockbenben/ChatGPT-Shortcut. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a tool to share and discover effective AI prompts to boost productivity.
    you: not recommended
    AI recommended (in order):
    1. PromptBase
    2. FlowGPT
    3. PromptHero
    4. OpenAI Playground
    5. GitHub Gist / Repositories
    6. Reddit
    7. Discord Servers

    AI recommended 7 alternatives but never named rockbenben/ChatGPT-Shortcut. 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 rockbenben/ChatGPT-Shortcut?
    pass
    AI did not name rockbenben/ChatGPT-Shortcut — 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 rockbenben/ChatGPT-Shortcut in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rockbenben/ChatGPT-Shortcut 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 rockbenben/ChatGPT-Shortcut solve, and who is the primary audience?
    pass
    AI named rockbenben/ChatGPT-Shortcut 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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rockbenben/ChatGPT-Shortcut — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite