RRepoGEO

REPOGEO REPORT · LITE

omarabid/rust-companies

Default branch master · commit 09966c7a · scanned 6/14/2026, 7:07:50 PM

GitHub: 702 stars · 77 forks

AI VISIBILITY SCORE
23 /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
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 omarabid/rust-companies, 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
  • hightopics#1
    Add Repository Topics

    Why:

    COPY-PASTE FIX
    rust, companies, production, awesome-list, curated-list, rust-lang, ecosystem
  • highlicense#2
    Add a License File

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Add a LICENSE file to the repository root. A permissive license like MIT or Apache-2.0 is commonly used for content lists, or choose one that aligns with your intent for contributions and reuse.
  • mediumhomepage#3
    Set the Repository Homepage URL

    Why:

    COPY-PASTE FIX
    Set the repository's homepage URL in GitHub settings to https://github.com/omarabid/rust-companies.

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 omarabid/rust-companies
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Mozilla Firefox
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Mozilla Firefox · recommended 1×
  2. Brave · recommended 1×
  3. Linux Kernel · recommended 1×
  4. Google Fuchsia · recommended 1×
  5. Redox OS · recommended 1×
  • CATEGORY QUERY
    Which companies are currently building their production systems using the Rust programming language?
    you: not recommended
    Show full AI answer
  • CATEGORY QUERY
    Where is the Rust programming language being actively adopted in real-world production environments?
    you: not recommended
    AI recommended (in order):
    1. Mozilla Firefox
    2. Brave
    3. Linux Kernel
    4. Google Fuchsia
    5. Redox OS
    6. Amazon Web Services (AWS)
    7. Firecracker
    8. Bottlerocket
    9. Cloudflare
    10. Microsoft Azure
    11. Dropbox
    12. ripgrep
    13. exa
    14. fd
    15. Deno
    16. Polkadot
    17. Solana
    18. Near Protocol

    AI recommended 18 alternatives but never named omarabid/rust-companies. 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 omarabid/rust-companies?
    pass
    AI named omarabid/rust-companies explicitly

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

  • If a team adopts omarabid/rust-companies in production, what risks or prerequisites should they evaluate first?
    pass
    AI named omarabid/rust-companies 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 omarabid/rust-companies solve, and who is the primary audience?
    pass
    AI did not name omarabid/rust-companies — 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 omarabid/rust-companies. 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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omarabid/rust-companies — 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