RRepoGEO

REPOGEO REPORT · LITE

pnd280/complexity

Default branch nxt · commit 629b7de5 · scanned 5/13/2026, 9:56:50 PM

GitHub: 1,220 stars · 113 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 pnd280/complexity, 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
  • highabout#1
    Clarify the project's purpose in the description to combat misinterpretation

    Why:

    CURRENT
    ⚡ Supercharge your favourite AI Chat web apps. Currently supports Perplexity AI.
    COPY-PASTE FIX
    Complexity is a browser extension to supercharge your favourite AI Chat web apps, currently supporting Perplexity AI.
  • mediumtopics#2
    Add more specific topics to clarify the project's domain

    Why:

    CURRENT
    chrome, chrome-extension, firefox, firefox-addon, perplexity, perplexity-ai
    COPY-PASTE FIX
    chrome, chrome-extension, firefox, firefox-addon, perplexity, perplexity-ai, ai-chat-enhancement, browser-extension, productivity-tool
  • mediumreadme#3
    Add an FAQ section to the README to address common misconceptions

    Why:

    COPY-PASTE FIX
    Add a new section to the README titled 'Frequently Asked Questions' with at least these questions and answers:

**Q: Is Complexity a tool for analyzing code complexity?**
A: No, Complexity is a browser extension designed to enhance the user experience of existing AI chat web applications, not to analyze source code.

**Q: How does Complexity compare to AI development frameworks like Streamlit or Gradio?**
A: Complexity is a browser extension that adds features to *existing* AI chat platforms. It is not a framework for building new AI applications or interfaces.

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 pnd280/complexity
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Streamlit
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Streamlit · recommended 1×
  2. Gradio · recommended 1×
  3. Next.js · recommended 1×
  4. Tailwind CSS · recommended 1×
  5. Figma · recommended 1×
  • CATEGORY QUERY
    How can I improve the user experience of my favorite AI chat web applications?
    you: not recommended
    AI recommended (in order):
    1. Streamlit
    2. Gradio
    3. Next.js
    4. Tailwind CSS
    5. Figma
    6. Vercel
    7. Sentry

    AI recommended 7 alternatives but never named pnd280/complexity. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Are there browser extensions to add features and UI improvements to AI assistant web apps?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT for Google
    2. WebChatGPT
    3. Promptheus
    4. AIPRM for ChatGPT
    5. ChatGPT Writer
    6. Sider
    7. Monica

    AI recommended 7 alternatives but never named pnd280/complexity. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 pnd280/complexity?
    pass
    AI named pnd280/complexity explicitly

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

  • If a team adopts pnd280/complexity in production, what risks or prerequisites should they evaluate first?
    pass
    AI named pnd280/complexity 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 pnd280/complexity solve, and who is the primary audience?
    pass
    AI named pnd280/complexity explicitly

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

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pnd280/complexity — 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