RRepoGEO

REPOGEO REPORT · LITE

wdhdev/free-for-life

Default branch main · commit 4829989b · scanned 5/24/2026, 3:52:38 AM

GitHub: 1,564 stars · 162 forks

AI VISIBILITY SCORE
33 /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
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 wdhdev/free-for-life, 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
    Update repository description for clarity and audience targeting

    Why:

    CURRENT
    A huge list of great stuff you can get for free!
    COPY-PASTE FIX
    A curated list of free-for-life developer tools and services, no credit card required.
  • highreadme#2
    Strengthen README's opening statement to clarify its nature and audience

    Why:

    CURRENT
    A huge list of great stuff you can get for free!
    COPY-PASTE FIX
    A comprehensive, curated list of services and tools with truly free, non-expiring tiers, specifically for developers and projects, requiring no credit card to sign up.
  • mediumtopics#3
    Add 'resources' and 'tools' to repository topics

    Why:

    CURRENT
    ai, api, awesome-list, baas, code, data, design, dns, domains, email, free, free-for-dev, free-for-developers, free-for-use, list, ml, paas, services, software, ui
    COPY-PASTE FIX
    ai, api, awesome-list, baas, code, data, design, dns, domains, email, free, free-for-dev, free-for-developers, free-for-use, list, ml, paas, resources, services, software, tools, ui

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 wdhdev/free-for-life
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
sindresorhus/awesome
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. sindresorhus/awesome · recommended 1×
  2. Free-for-Dev · recommended 1×
  3. Product Hunt · recommended 1×
  4. AlternativeTo · recommended 1×
  5. Dev.to · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of free developer tools and services?
    you: not recommended
    AI recommended (in order):
    1. sindresorhus/awesome (sindresorhus/awesome)
    2. Free-for-Dev
    3. Product Hunt
    4. AlternativeTo
    5. Dev.to
    6. FOSSHUB
    7. SourceForge

    AI recommended 7 alternatives but never named wdhdev/free-for-life. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some reliable free-tier cloud services and APIs for starting a new project?
    you: not recommended
    AI recommended (in order):
    1. Vercel
    2. Netlify
    3. Supabase
    4. Cloudflare Workers
    5. Google Cloud Platform (GCP)
    6. MongoDB Atlas
    7. Railway

    AI recommended 7 alternatives but never named wdhdev/free-for-life. 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 wdhdev/free-for-life?
    pass
    AI named wdhdev/free-for-life explicitly

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

  • If a team adopts wdhdev/free-for-life in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wdhdev/free-for-life 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 wdhdev/free-for-life solve, and who is the primary audience?
    pass
    AI did not name wdhdev/free-for-life — 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 wdhdev/free-for-life. 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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wdhdev/free-for-life — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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