RRepoGEO

REPOGEO REPORT · LITE

Bistutu/FluentRead

Default branch main · commit ab1be13b · scanned 6/28/2026, 1:42:49 AM

GitHub: 7,237 stars · 344 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 Bistutu/FluentRead, 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
  • highabout#1
    Refine the About description for clarity and keywords

    Why:

    CURRENT
    Open Immersive Translate. A revolutionary open-source browser translation plugin that enables everyone to have a native-like reading experience. 开源的沉浸式翻译，一款革命性的浏览器翻译插件，让所有人都能够拥有母语般的阅读体验。
    COPY-PASTE FIX
    FluentRead is an open-source browser extension for immersive, bilingual web page translation. It supports multiple AI and traditional engines, offers privacy protection, and extensive customization for a native-like reading experience.
  • mediumreadme#2
    Add a concise, English-first statement of purpose directly under the H1

    Why:

    CURRENT
    # 流畅阅读 (FluentRead)

> English | 中文

Open Immersive Translate 开源的沉浸式翻译。

一款革命性的浏览器开源翻译插件，让所有人都能够拥有母语般的阅读体验。
    COPY-PASTE FIX
    # 流畅阅读 (FluentRead)

An open-source browser extension for immersive, bilingual web page translation.

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 Bistutu/FluentRead
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mate Translate
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Mate Translate · recommended 2×
  2. DeepL Translate · recommended 2×
  3. Lingvanex Translator · recommended 2×
  4. Readlang Web Reader · recommended 1×
  5. Google Translate · recommended 1×
  • CATEGORY QUERY
    What are some open-source browser extensions for immersive, bilingual web page translation?
    you: not recommended
    AI recommended (in order):
    1. Readlang Web Reader
    2. Mate Translate
    3. DeepL Translate
    4. Google Translate
    5. Lingvanex Translator

    AI recommended 5 alternatives but never named Bistutu/FluentRead. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a privacy-focused browser translation tool with multiple engine support and customization options.
    you: not recommended
    AI recommended (in order):
    1. DeepL Translate
    2. Mate Translate
    3. TranslateLocally
    4. Lingvanex Translator
    5. ImTranslator
    6. XTranslate
    7. Translate Web Pages

    AI recommended 7 alternatives but never named Bistutu/FluentRead. 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 Bistutu/FluentRead?
    pass
    AI named Bistutu/FluentRead explicitly

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

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

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

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Bistutu/FluentRead — 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