RRepoGEO

REPOGEO REPORT · LITE

jamesmurdza/awesome-ai-devtools

Default branch main · commit d7be77ff · scanned 6/29/2026, 7:27:43 AM

GitHub: 3,867 stars · 784 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
17 /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
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 jamesmurdza/awesome-ai-devtools, 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
  • hightopics#1
    Add descriptive topics to improve categorization

    Why:

    COPY-PASTE FIX
    awesome-list, curated-list, ai, artificial-intelligence, developer-tools, ai-tools, code-completion, refactoring, debugging, documentation, llm-tools, generative-ai
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file (e.g., MIT or Apache-2.0) in the repository root.
  • mediumreadme#3
    Slightly rephrase README intro to emphasize the list's value

    Why:

    CURRENT
    This is a curated list of AI-powered developer tools. These tools leverage AI to assist developers in tasks such as code completion, refactoring, debugging, documentation, and more.
    COPY-PASTE FIX
    This is a curated list designed to help developers *discover and navigate* the rapidly evolving landscape of AI-powered tools. It covers solutions that leverage AI to assist in tasks such as code completion, refactoring, debugging, documentation, and more, providing a central resource for finding the right tool.

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 jamesmurdza/awesome-ai-devtools
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. Tabnine · recommended 1×
  3. IntelliCode · recommended 1×
  4. CodeWhisperer · recommended 1×
  5. Jedi · recommended 1×
  • CATEGORY QUERY
    What AI tools can assist developers with code completion, refactoring, and documentation?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Tabnine
    3. IntelliCode
    4. CodeWhisperer
    5. Jedi
    6. Kite

    AI recommended 6 alternatives but never named jamesmurdza/awesome-ai-devtools. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking AI-powered agents for automating code reviews and CI/CD pipeline tasks.
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Enterprise
    2. GitLab Duo
    3. DeepSource
    4. Codiga
    5. SonarQube (SonarSource/sonarqube)
    6. Snyk Code

    AI recommended 6 alternatives but never named jamesmurdza/awesome-ai-devtools. 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 jamesmurdza/awesome-ai-devtools?
    pass
    AI did not name jamesmurdza/awesome-ai-devtools — 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 jamesmurdza/awesome-ai-devtools in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jamesmurdza/awesome-ai-devtools 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 jamesmurdza/awesome-ai-devtools solve, and who is the primary audience?
    pass
    AI did not name jamesmurdza/awesome-ai-devtools — 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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jamesmurdza/awesome-ai-devtools — 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