RRepoGEO

REPOGEO REPORT · LITE

jehna/humanify

Default branch main · commit d3a27323 · scanned 5/29/2026, 7:21:52 AM

GitHub: 3,201 stars · 203 forks

AI VISIBILITY SCORE
35 /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
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 jehna/humanify, 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
    Reposition the README H1 to explicitly state its core function

    Why:

    CURRENT
    # humanify
    COPY-PASTE FIX
    # humanify: LLM-powered JavaScript Deobfuscation and Un-minification
  • hightopics#2
    Add specific topics for JavaScript deobfuscation and LLMs

    Why:

    COPY-PASTE FIX
    javascript, deobfuscation, unminify, llm, chatgpt, ai, reverse-engineering, rust
  • mediumhomepage#3
    Set the homepage URL to the introduction blog post

    Why:

    COPY-PASTE FIX
    https://thejunkland.com/blog/using-llms-to-reverse-javascript-minification

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 jehna/humanify
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Browser Developer Tools
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Browser Developer Tools · recommended 1×
  2. Prettier · recommended 1×
  3. JSBeautifier.org · recommended 1×
  4. Code Beautify · recommended 1×
  5. Online JavaScript Formatter · recommended 1×
  • CATEGORY QUERY
    How can I reverse minification in JavaScript files for easier debugging?
    you: not recommended
    AI recommended (in order):
    1. Browser Developer Tools
    2. Prettier
    3. JSBeautifier.org
    4. Code Beautify
    5. Online JavaScript Formatter
    6. VS Code
    7. Beautify
    8. Terser

    AI recommended 8 alternatives but never named jehna/humanify. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Automated solution to make complex JavaScript bundles more human-readable?
    you: not recommended
    AI recommended (in order):
    1. Source Maps
    2. Webpack Bundle Analyzer (webpack-contrib/webpack-bundle-analyzer)
    3. Rollup Visualizer (btd/rollup-plugin-visualizer)
    4. Parcel Analyzer (parcel-bundler/parcel)
    5. ESLint (eslint/eslint)
    6. Prettier (prettier/prettier)

    AI recommended 6 alternatives but never named jehna/humanify. 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 jehna/humanify?
    pass
    AI named jehna/humanify explicitly

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

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

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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite