RRepoGEO

REPOGEO REPORT · LITE

pnd280/complexity

Default branch nxt · commit 4d56f9f1 · scanned 6/24/2026, 8:52:24 AM

GitHub: 1,224 stars · 112 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
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
  • highreadme#1
    Reposition the README H1 to specify category

    Why:

    CURRENT
    # Complexity

⚡ Supercharge your favourite AI Chat web apps
    COPY-PASTE FIX
    # Complexity: Browser Extensions

⚡ Supercharge your favourite AI Chat web apps
  • mediumabout#2
    Clarify the 'About' description to be more explicit about browser extensions

    Why:

    CURRENT
    ⚡ Supercharge your favourite AI Chat web apps. Currently supports Perplexity AI.
    COPY-PASTE FIX
    Browser extensions to supercharge your favorite AI chat web apps with added features and UI/UX improvements. Currently supports Perplexity AI.
  • mediumtopics#3
    Add more specific topics related to AI chat and enhancement

    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, chatbot-enhancement, browser-extension-for-ai

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. React · recommended 1×
  4. Next.js · recommended 1×
  5. Tailwind CSS · recommended 1×
  • CATEGORY QUERY
    How can I add more features and UI improvements to my AI chat web applications?
    you: not recommended
    AI recommended (in order):
    1. Streamlit
    2. Gradio
    3. React
    4. Next.js
    5. Tailwind CSS
    6. Framer Motion
    7. Socket.IO

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

    Show full AI answer
  • CATEGORY QUERY
    Seeking a browser extension to customize and enhance the user experience of AI chatbot websites.
    you: not recommended
    AI recommended (in order):
    1. Tampermonkey
    2. Violentmonkey
    3. Dark Reader
    4. Stylus
    5. Text Blaze
    6. Grammarly
    7. Web Highlights

    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?

Embed your GEO score

Drop this badge into the README of pnd280/complexity. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/pnd280/complexity.svg)](https://repogeo.com/en/r/pnd280/complexity)
HTML
<a href="https://repogeo.com/en/r/pnd280/complexity"><img src="https://repogeo.com/badge/pnd280/complexity.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

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