RRepoGEO

REPOGEO REPORT · LITE

nuance-dev/Web

Default branch master · commit 0217d5c8 · scanned 6/2/2026, 7:47:13 AM

GitHub: 660 stars · 57 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 nuance-dev/Web, 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
    Add a concise, accurate description to the repository's About section

    Why:

    COPY-PASTE FIX
    A native macOS web browser powered by WebKit, integrating local and cloud AI capabilities for enhanced browsing and agent interactions.
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/nuance-dev/Web

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 nuance-dev/Web
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Vivaldi
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Vivaldi · recommended 2×
  2. Arc Browser · recommended 1×
  3. Opera One · recommended 1×
  4. Microsoft Edge · recommended 1×
  5. brave/brave-browser · recommended 1×
  • CATEGORY QUERY
    Looking for a macOS web browser with integrated AI capabilities for enhanced browsing.
    you: not recommended
    AI recommended (in order):
    1. Arc Browser
    2. Opera One
    3. Microsoft Edge
    4. Brave (brave/brave-browser)
    5. Vivaldi

    AI recommended 5 alternatives but never named nuance-dev/Web. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which privacy-focused browsers support AI agents and bring-your-own-key for cloud AI models?
    you: not recommended
    AI recommended (in order):
    1. Brave Browser
    2. OpenAI's API
    3. Anthropic's Claude
    4. Llama 3
    5. LM Studio
    6. Ollama
    7. Firefox
    8. Vivaldi
    9. Orion Browser
    10. Mullvad Browser
    11. Mistral
    12. Gemma
    13. Jan

    AI recommended 13 alternatives but never named nuance-dev/Web. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 nuance-dev/Web?
    pass
    AI named nuance-dev/Web explicitly

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

  • If a team adopts nuance-dev/Web in production, what risks or prerequisites should they evaluate first?
    pass
    AI named nuance-dev/Web 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 nuance-dev/Web solve, and who is the primary audience?
    pass
    AI named nuance-dev/Web 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 nuance-dev/Web. 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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nuance-dev/Web — 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