RRepoGEO

REPOGEO REPORT · LITE

zstar1003/FreeTex

Default branch main · commit b3c66555 · scanned 6/3/2026, 5:07:08 PM

GitHub: 641 stars · 50 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 zstar1003/FreeTex, 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
    Add a prominent English value proposition to the top of README.md

    Why:

    CURRENT
    The current `README.md` starts with centered divs and language links, with the core description in Chinese under `## 🌟 简介`.
    COPY-PASTE FIX
    Add the following English sentence as the very first meaningful text in `README.md`, right after any title or badges: 'FreeTex is a free, intelligent formula recognition software that identifies mathematical formulas in images and converts them into editable LaTeX format.'
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    Topics: (none)
    COPY-PASTE FIX
    formula-recognition, latex, ocr, math, image-to-latex, equation-solver, cross-platform
  • mediumreadme#3
    Add a sentence to the README highlighting FreeTex's key differentiator

    Why:

    CURRENT
    The README focuses on usage and acknowledgments.
    COPY-PASTE FIX
    Add a sentence to the '简介' (Introduction) section or a new 'Why FreeTex?' section in `README.md` (and `README_EN.md`): 'As a free and open-source solution, FreeTex provides a powerful alternative to commercial formula recognition tools, focusing on accuracy and ease of use for converting image-based math into editable LaTeX.'

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 zstar1003/FreeTex
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mathpix Snipping Tool
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Mathpix Snipping Tool · recommended 2×
  2. Snip · recommended 2×
  3. InftyReader · recommended 2×
  4. Microsoft OneNote · recommended 2×
  5. MyScript MathPad · recommended 1×
  • CATEGORY QUERY
    How can I convert handwritten or image-based math equations into editable LaTeX?
    you: not recommended
    AI recommended (in order):
    1. Mathpix Snipping Tool
    2. MyScript MathPad
    3. MyScript Calculator
    4. Snip
    5. Mathpix API
    6. InftyReader
    7. Google Keep
    8. Microsoft OneNote
    9. Overleaf
    10. Web Equation

    AI recommended 10 alternatives but never named zstar1003/FreeTex. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a free tool to accurately extract mathematical formulas from screenshots to LaTeX.
    you: not recommended
    AI recommended (in order):
    1. Mathpix Snipping Tool
    2. Snip
    3. InftyReader
    4. Tesseract OCR
    5. CodeCogs Equation Editor
    6. HostMath
    7. Microsoft OneNote

    AI recommended 7 alternatives but never named zstar1003/FreeTex. 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 zstar1003/FreeTex?
    pass
    AI named zstar1003/FreeTex explicitly

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

  • If a team adopts zstar1003/FreeTex in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zstar1003/FreeTex 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 zstar1003/FreeTex solve, and who is the primary audience?
    pass
    AI named zstar1003/FreeTex explicitly

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

Embed your GEO score

Drop this badge into the README of zstar1003/FreeTex. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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zstar1003/FreeTex — 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