RRepoGEO

REPOGEO REPORT · LITE

addyosmani/web-quality-skills

Default branch main · commit eca4d5bf · scanned 5/9/2026, 9:32:31 AM

GitHub: 1,890 stars · 167 forks

AI VISIBILITY SCORE
28 /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
2 / 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 addyosmani/web-quality-skills, 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 README opening to clarify use with AI assistants

    Why:

    CURRENT
    An (unofficial) comprehensive collection of Agent Skills for optimizing web projects based on Google Lighthouse guidelines and Core Web Vitals best practices.
    COPY-PASTE FIX
    An (unofficial) comprehensive collection of Agent Skills designed to be integrated into or used as prompts for AI assistants and large language models (LLMs). These skills enable AI to optimize web projects based on Google Lighthouse guidelines and Core Web Vitals best practices.
  • mediumtopics#2
    Add topics related to AI prompts and LLMs

    Why:

    CURRENT
    accessibility, agent-skills, claude-skills, core-web-vitals, lighthouse, skills, testing, web-performance
    COPY-PASTE FIX
    accessibility, agent-skills, claude-skills, core-web-vitals, lighthouse, skills, testing, web-performance, ai-prompts, prompt-engineering, llm-prompts, ai-assistant-skills
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/addyosmani/web-quality-skills

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 addyosmani/web-quality-skills
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PageSpeed Insights
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. PageSpeed Insights · recommended 2×
  2. Google Lighthouse · recommended 1×
  3. Siteimprove · recommended 1×
  4. SEMrush · recommended 1×
  5. Ahrefs · recommended 1×
  • CATEGORY QUERY
    How can I improve my website's performance, accessibility, and SEO using AI tools?
    you: not recommended
    AI recommended (in order):
    1. Google Lighthouse
    2. PageSpeed Insights
    3. Siteimprove
    4. SEMrush
    5. Ahrefs
    6. UserWay
    7. Surfer SEO

    AI recommended 7 alternatives but never named addyosmani/web-quality-skills. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI assistant to audit web quality and provide optimization recommendations.
    you: not recommended
    AI recommended (in order):
    1. Google Lighthouse (GoogleChrome/lighthouse)
    2. SEMrush Site Audit
    3. Ahrefs Site Audit
    4. DeepCrawl
    5. Screaming Frog SEO Spider
    6. PageSpeed Insights

    AI recommended 6 alternatives but never named addyosmani/web-quality-skills. 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 addyosmani/web-quality-skills?
    pass
    AI named addyosmani/web-quality-skills explicitly

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

  • If a team adopts addyosmani/web-quality-skills in production, what risks or prerequisites should they evaluate first?
    pass
    AI named addyosmani/web-quality-skills 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 addyosmani/web-quality-skills solve, and who is the primary audience?
    pass
    AI did not name addyosmani/web-quality-skills — likely talking about a different project

    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 addyosmani/web-quality-skills. 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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addyosmani/web-quality-skills — 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