RRepoGEO

REPOGEO REPORT · LITE

iqiyi/FASPell

Default branch master · commit 5060b220 · scanned 6/22/2026, 12:38:14 AM

GitHub: 1,225 stars · 212 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
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 iqiyi/FASPell, 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 paragraph to clarify its role as a developer library/toolkit

    Why:

    CURRENT
    This repository (licensed under GNU General Public License v3.0) contains all the data and code you need to build a state-of-the-art (by early 2019) Chinese spell checker and replicate the experiments in the original paper:
    COPY-PASTE FIX
    FASPell is a powerful, state-of-the-art (as of early 2019) Chinese spell checking library and research toolkit. It provides all the necessary code and data for developers and researchers to integrate robust simplified and traditional Chinese spell correction into their applications, or to replicate the experiments from our EMNLP 2019 paper.
  • mediumhomepage#2
    Add the EMNLP paper URL as the repository homepage

    Why:

    COPY-PASTE FIX
    https://www.aclweb.org/anthology/D19-5522

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 iqiyi/FASPell
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Translate
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Translate · recommended 1×
  2. Microsoft Word · recommended 1×
  3. WPS Office · recommended 1×
  4. 搜狗输入法 (Sogou Pinyin Input Method) · recommended 1×
  5. 百度输入法 (Baidu Pinyin Input Method) · recommended 1×
  • CATEGORY QUERY
    What's a good tool for identifying and correcting spelling mistakes in Chinese text?
    you: not recommended
    AI recommended (in order):
    1. Google Translate
    2. Microsoft Word
    3. WPS Office
    4. 搜狗输入法 (Sogou Pinyin Input Method)
    5. 百度输入法 (Baidu Pinyin Input Method)
    6. Grammarly
    7. LanguageTool
    8. pypinyin
    9. jieba

    AI recommended 9 alternatives but never named iqiyi/FASPell. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a robust library to perform accurate simplified and traditional Chinese spell checking.
    you: not recommended
    AI recommended (in order):
    1. HanLP (hankcs/HanLP)
    2. Jieba (fxsjy/jieba)
    3. pkuseg (lancopku/pkuseg)
    4. FudanNLP (FudanNLP/FudanNLP)
    5. pypinyin (mozillazg/python-pinyin)

    AI recommended 5 alternatives but never named iqiyi/FASPell. 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 iqiyi/FASPell?
    pass
    AI named iqiyi/FASPell explicitly

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

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

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

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iqiyi/FASPell — 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