RRepoGEO

REPOGEO REPORT · LITE

iqiyi/FASPell

Default branch master · commit 5060b220 · scanned 5/11/2026, 7:02:48 PM

GitHub: 1,223 stars · 213 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 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

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add specific topics for Chinese spell checking

    Why:

    COPY-PASTE FIX
    chinese-spell-checker, spell-check, nlp, chinese-nlp, natural-language-processing, spell-correction, chinese-text-processing, sota
  • highreadme#2
    Reposition README opening to emphasize practical application

    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 state-of-the-art (by early 2019) Chinese spell checker designed for fast, adaptable, and powerful detection and correction of substitution errors in simplified and traditional Chinese texts. This repository (licensed under GNU General Public License v3.0) provides all the data and code needed to build and utilize this tool, as well as replicate the experiments from our original paper:
  • mediumhomepage#3
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/iqiyi/FASPell

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
HanLP
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. HanLP · recommended 2×
  2. Jieba · recommended 2×
  3. pypinyin · recommended 1×
  4. OpenCC · recommended 1×
  5. TensorFlow · recommended 1×
  • CATEGORY QUERY
    How can I implement a robust spell checking system for simplified and traditional Chinese text?
    you: not recommended
    AI recommended (in order):
    1. HanLP
    2. Jieba
    3. pypinyin
    4. OpenCC
    5. TensorFlow
    6. PyTorch

    AI recommended 6 alternatives but never named iqiyi/FASPell. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for correcting common spelling mistakes in Chinese user input?
    you: not recommended
    AI recommended (in order):
    1. Baidu Fanyi API
    2. Tencent AI Open Platform
    3. Jieba
    4. HanLP
    5. Pypinyin
    6. Hugging Face Transformers

    AI recommended 6 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?

Embed your GEO score

Drop this badge into the README of iqiyi/FASPell. 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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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