RRepoGEO

REPOGEO REPORT · LITE

benbrandt/text-splitter

Default branch main · commit c8d7ffd2 · scanned 6/10/2026, 9:26:57 AM

GitHub: 612 stars · 31 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 benbrandt/text-splitter, 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 statement for clarity

    Why:

    CURRENT
    Large language models (LLMs) can be used for many tasks, but often have a limited context size that can be smaller than documents you might want to use. To use documents of larger length, you often have to split your text into chunks to fit within this context size.

This crate provides methods for splitting longer pieces of text into smaller chunks, aiming to maximize a desired chunk size, but still splitting at semantically sensible boundaries whenever possible.
    COPY-PASTE FIX
    A Rust crate with Python bindings for **splitting long text documents into semantic chunks**, optimized for large language models (LLMs). It intelligently breaks text at semantically sensible boundaries, supporting length calculation by characters and tokens, to fit within limited context windows.
  • mediumhomepage#2
    Set the repository homepage URL

    Why:

    COPY-PASTE FIX
    https://docs.rs/text-splitter/

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 benbrandt/text-splitter
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. NLTK · recommended 1×
  3. spaCy · recommended 1×
  4. Transformers · recommended 1×
  5. Gensim · recommended 1×
  • CATEGORY QUERY
    How to split long text documents into smaller, semantically meaningful chunks in Python?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. NLTK
    3. spaCy
    4. Transformers
    5. Gensim
    6. LlamaIndex

    AI recommended 6 alternatives but never named benbrandt/text-splitter. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's a good Rust library for splitting text by character or token count?
    you: not recommended
    AI recommended (in order):
    1. unicode-segmentation (unicode-segmentation/unicode-segmentation)
    2. tokenizers (huggingface/tokenizers)
    3. regex (rust-lang/regex)
    4. str::chars()
    5. text_splitter (mdaffin/text_splitter)

    AI recommended 5 alternatives but never named benbrandt/text-splitter. 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 benbrandt/text-splitter?
    pass
    AI named benbrandt/text-splitter explicitly

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

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

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

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benbrandt/text-splitter — 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