RRepoGEO

REPOGEO REPORT · LITE

ai-for-developers/awesome-ai-coding-tools

Default branch main · commit 172db982 · scanned 5/21/2026, 10:42:43 AM

GitHub: 1,731 stars · 348 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
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 ai-for-developers/awesome-ai-coding-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

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

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening sentence to emphasize it's an "awesome list."

    Why:

    CURRENT
    A curated list of AI-powered coding tools: editors, agents, code completion, review assistants, testing, and more. For developers, teams, and tech enthusiasts looking to leverage AI in software engineering.
    COPY-PASTE FIX
    An awesome list of AI-powered coding tools: editors, agents, code completion, review assistants, testing, and more. This curated resource helps developers, teams, and tech enthusiasts discover and leverage AI in software engineering.
  • mediumtopics#2
    Add more explicit "list" and "resource" related topics.

    Why:

    CURRENT
    ai-code-generation, ai-code-generator, ai-coding, ai-coding-assistant, ai-coding-tools, ai-developer, ai-developer-tools, ai-development, ai-development-tools, ai-devtools, ai-ide, ai-security, ai-tools, awesome, awesome-ai, awesome-list, cursor, cursor-ai, vibe-coding, workflow
    COPY-PASTE FIX
    ai-code-generation, ai-code-generator, ai-coding, ai-coding-assistant, ai-coding-tools, ai-developer, ai-developer-tools, ai-development, ai-development-tools, ai-devtools, ai-ide, ai-security, ai-tools, awesome, awesome-ai, awesome-list, curated-list, developer-resources, ai-resource-list, cursor, cursor-ai, vibe-coding, workflow

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 ai-for-developers/awesome-ai-coding-tools
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tabnine
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Tabnine · recommended 2×
  2. GitHub Copilot · recommended 1×
  3. CodeWhisperer · recommended 1×
  4. Google Gemini · recommended 1×
  5. ChatGPT · recommended 1×
  • CATEGORY QUERY
    What AI tools can help me write code faster and improve my development workflow?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. CodeWhisperer
    4. Google Gemini
    5. ChatGPT
    6. Replit Ghostwriter

    AI recommended 6 alternatives but never named ai-for-developers/awesome-ai-coding-tools. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for AI-powered assistants to automate code reviews, refactoring, and testing processes.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Enterprise
    2. Codeium
    3. Tabnine
    4. DeepCode AI (Snyk Code)
    5. CodiumAI
    6. IntelliJ IDEA Ultimate (with AI Assistant plugin)
    7. Sourcery AI

    AI recommended 7 alternatives but never named ai-for-developers/awesome-ai-coding-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
    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 ai-for-developers/awesome-ai-coding-tools?
    pass
    AI did not name ai-for-developers/awesome-ai-coding-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?

  • If a team adopts ai-for-developers/awesome-ai-coding-tools in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ai-for-developers/awesome-ai-coding-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 ai-for-developers/awesome-ai-coding-tools solve, and who is the primary audience?
    pass
    AI did not name ai-for-developers/awesome-ai-coding-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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  • Brand-free category queries5 vs 2 in Lite
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