RRepoGEO

REPOGEO REPORT · LITE

mahseema/awesome-ai-tools

Default branch main · commit 9d8b9d49 · scanned 5/17/2026, 12:28:39 AM

GitHub: 5,227 stars · 1,543 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
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 mahseema/awesome-ai-tools, 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
    Strengthen the README's opening blockquote and first sentence

    Why:

    CURRENT
    > A curated list of Artificial Intelligence Top Tools
Welcome to Awesome AI Tools! Dive into my curated list of AI list, featuring top generative ai tools and LLMs.
    COPY-PASTE FIX
    > A definitive, curated list of the best AI tools for various applications, from top generative AI and LLMs to powerful AI agents and coding assistants that boost your workflow.
Welcome to Awesome AI Tools! Dive in to discover practical, user-friendly AI solutions for everyday use.
  • mediumabout#2
    Add the homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://altern.ai
  • mediumabout#3
    Refine the GitHub repository description

    Why:

    CURRENT
    A curated list of Artificial Intelligence Top Tools
    COPY-PASTE FIX
    A definitive, curated list of practical, user-friendly AI tools for various applications, including generative AI, LLMs, agents, and coding assistants.

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 mahseema/awesome-ai-tools
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Futurepedia
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Futurepedia · recommended 1×
  2. There's An AI For That · recommended 1×
  3. AI Tools List · recommended 1×
  4. Product Hunt · recommended 1×
  5. G2 · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of the best AI tools for various applications?
    you: not recommended
    AI recommended (in order):
    1. Futurepedia
    2. There's An AI For That
    3. AI Tools List
    4. Product Hunt
    5. G2
    6. Capterra
    7. Medium

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

    Show full AI answer
  • CATEGORY QUERY
    What are the top AI agents and coding assistants to boost my development workflow?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Cursor
    3. Tabnine
    4. ChatGPT
    5. Google Gemini
    6. CodiumAI
    7. Replit AI

    AI recommended 7 alternatives but never named mahseema/awesome-ai-tools. 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 mahseema/awesome-ai-tools?
    pass
    AI named mahseema/awesome-ai-tools explicitly

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

  • If a team adopts mahseema/awesome-ai-tools in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mahseema/awesome-ai-tools 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 mahseema/awesome-ai-tools solve, and who is the primary audience?
    pass
    AI did not name mahseema/awesome-ai-tools — 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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mahseema/awesome-ai-tools — 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