RRepoGEO

REPOGEO REPORT · LITE

ProvableHQ/snarkOS

Default branch staging · commit a1783c1d · scanned 5/14/2026, 3:37:58 AM

GitHub: 4,526 stars · 2,685 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 ProvableHQ/snarkOS, 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 overview to emphasize general utility for ZK applications

    Why:

    CURRENT
    __snarkOS__ is a decentralized operating system for zero-knowledge applications. This code forms the backbone of Aleo network,
    COPY-PASTE FIX
    __snarkOS__ is a decentralized operating system designed for building and running zero-knowledge applications. It serves as the foundational infrastructure for the Aleo network, enabling private, programmable dApps.
  • hightopics#2
    Expand repository topics to include functional and role-based keywords

    Why:

    CURRENT
    aleo, blockchain, cryptography, rust, zero-knowledge, zksnarks
    COPY-PASTE FIX
    aleo, blockchain, cryptography, rust, zero-knowledge, zksnarks, decentralized-os, zk-applications, node-runner, validator, prover, privacy-preserving
  • mediumreadme#3
    Add a 'Why snarkOS?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    Add a new top-level section to the README, such as 'Why snarkOS?' or 'snarkOS vs. Other ZK Platforms', detailing its unique features, benefits, and how it differs from other ZK-focused decentralized operating systems and blockchain platforms.

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 ProvableHQ/snarkOS
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Aleo
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Aleo · recommended 2×
  2. zkSync Era · recommended 2×
  3. StarkWare · recommended 2×
  4. Polygon zkEVM · recommended 2×
  5. Leo · recommended 1×
  • CATEGORY QUERY
    How to build private, verifiable applications using a decentralized operating system?
    you: not recommended
    AI recommended (in order):
    1. Aleo
    2. Leo
    3. zkSync Era
    4. ZK Stack
    5. Cairo
    6. StarkWare
    7. StarkNet
    8. Polygon zkEVM
    9. Polygon Miden
    10. Oasis Network
    11. Sapphire ParaTime
    12. Secret Network
    13. Cosmos SDK
    14. arkworks
    15. bellman

    AI recommended 15 alternatives but never named ProvableHQ/snarkOS. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools exist for running zero-knowledge blockchain validator or prover nodes?
    you: not recommended
    AI recommended (in order):
    1. Scroll
    2. Polygon zkEVM
    3. zkSync Era
    4. StarkWare
    5. Aleo
    6. Mina Protocol
    7. Celestia

    AI recommended 7 alternatives but never named ProvableHQ/snarkOS. 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 ProvableHQ/snarkOS?
    pass
    AI named ProvableHQ/snarkOS explicitly

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

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

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

Embed your GEO score

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ProvableHQ/snarkOS — 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