RRepoGEO

REPOGEO REPORT · LITE

xiao-zaiyi/illa-helper

Default branch master · commit fa19c213 · scanned 5/29/2026, 7:14:10 PM

GitHub: 2,832 stars · 148 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 xiao-zaiyi/illa-helper, 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
    Clarify repo's purpose and disclaim ILLA Cloud association in README

    Why:

    CURRENT
    > A browser extension based on the "comprehensible input" theory to help you learn languages naturally while browsing the web.
    COPY-PASTE FIX
    This project, **Immersive Language Learning Assistant (ILLA Helper)**, is a browser extension designed to help you learn languages naturally while browsing the web, based on the "comprehensible input" theory. **Important: This project is not affiliated with ILLA Cloud or any ILLA platform; 'ILLA' in our name refers solely to 'Immersive Language Learning Assistant'.**
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    language-learning, browser-extension, comprehensible-input, language-acquisition, english-learning, firefox-extension, chrome-extension, edge-extension
  • mediumreadme#3
    Highlight supported browser platforms earlier in the README

    Why:

    CURRENT
    > A browser extension based on the "comprehensible input" theory to help you learn languages naturally while browsing the web.
    COPY-PASTE FIX
    This **browser extension**, available for **Chrome, Edge, and Firefox**, is based on the "comprehensible input" theory to help you learn languages naturally while browsing the web.

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 xiao-zaiyi/illa-helper
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Toucan
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Toucan · recommended 2×
  2. Language Reactor · recommended 2×
  3. Readlang Web Reader · recommended 2×
  4. Google Translate (Browser Extension) · recommended 1×
  5. LingQ · recommended 1×
  • CATEGORY QUERY
    How can I learn a new language naturally while browsing websites?
    you: not recommended
    AI recommended (in order):
    1. Toucan
    2. Language Reactor
    3. Readlang Web Reader
    4. Google Translate (Browser Extension)
    5. LingQ

    AI recommended 5 alternatives but never named xiao-zaiyi/illa-helper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What browser extensions help with language acquisition using comprehensible input theory?
    you: not recommended
    AI recommended (in order):
    1. Language Reactor
    2. Readlang Web Reader
    3. Toucan
    4. Google Dictionary
    5. Mate Translate
    6. DeepL Translate

    AI recommended 6 alternatives but never named xiao-zaiyi/illa-helper. 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 xiao-zaiyi/illa-helper?
    pass
    AI named xiao-zaiyi/illa-helper explicitly

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

  • If a team adopts xiao-zaiyi/illa-helper in production, what risks or prerequisites should they evaluate first?
    pass
    AI named xiao-zaiyi/illa-helper 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 xiao-zaiyi/illa-helper solve, and who is the primary audience?
    pass
    AI named xiao-zaiyi/illa-helper 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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MARKDOWN (README)
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HTML
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Pro

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xiao-zaiyi/illa-helper — 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